0s autopkgtest [01:50:02]: starting date and time: 2024-06-08 01:50:02+0000 0s autopkgtest [01:50:02]: git checkout: 433ed4cb Merge branch 'skia/nova_flock' into 'ubuntu/5.34+prod' 0s autopkgtest [01:50:02]: host juju-7f2275-prod-proposed-migration-environment-2; command line: /home/ubuntu/autopkgtest/runner/autopkgtest --output-dir /tmp/autopkgtest-work.m5td_daq/out --timeout-copy=6000 --setup-commands /home/ubuntu/autopkgtest-cloud/worker-config-production/setup-canonical.sh --apt-pocket=proposed=src:pytest,src:astropy --apt-upgrade scikit-learn --timeout-short=300 --timeout-copy=20000 --timeout-build=20000 '--env=ADT_TEST_TRIGGERS=pytest/8.2.2-1ubuntu1 astropy/6.0.1-4' -- ssh -s /home/ubuntu/autopkgtest/ssh-setup/nova -- --flavor autopkgtest --security-groups autopkgtest-juju-7f2275-prod-proposed-migration-environment-2@bos02-ppc64el-19.secgroup --name adt-oracular-ppc64el-scikit-learn-20240608-015002-juju-7f2275-prod-proposed-migration-environment-2-fc0db939-d133-42c3-96b2-c6f494bddfec --image adt/ubuntu-oracular-ppc64el-server --keyname testbed-juju-7f2275-prod-proposed-migration-environment-2 --net-id=net_prod-proposed-migration -e TERM=linux -e ''"'"'http_proxy=http://squid.internal:3128'"'"'' -e ''"'"'https_proxy=http://squid.internal:3128'"'"'' -e ''"'"'no_proxy=127.0.0.1,127.0.1.1,login.ubuntu.com,localhost,localdomain,novalocal,internal,archive.ubuntu.com,ports.ubuntu.com,security.ubuntu.com,ddebs.ubuntu.com,changelogs.ubuntu.com,keyserver.ubuntu.com,launchpadlibrarian.net,launchpadcontent.net,launchpad.net,10.24.0.0/24,keystone.ps5.canonical.com,objectstorage.prodstack5.canonical.com'"'"'' --mirror=http://ftpmaster.internal/ubuntu/ 117s autopkgtest [01:51:59]: testbed dpkg architecture: ppc64el 117s autopkgtest [01:51:59]: testbed apt version: 2.9.3 117s autopkgtest [01:51:59]: @@@@@@@@@@@@@@@@@@@@ test bed setup 118s Get:1 http://ftpmaster.internal/ubuntu oracular-proposed InRelease [110 kB] 118s Get:2 http://ftpmaster.internal/ubuntu oracular-proposed/multiverse Sources [2864 B] 118s Get:3 http://ftpmaster.internal/ubuntu oracular-proposed/universe Sources [336 kB] 118s Get:4 http://ftpmaster.internal/ubuntu oracular-proposed/restricted Sources [7972 B] 118s Get:5 http://ftpmaster.internal/ubuntu oracular-proposed/main Sources [44.3 kB] 118s Get:6 http://ftpmaster.internal/ubuntu oracular-proposed/main ppc64el Packages [54.3 kB] 118s Get:7 http://ftpmaster.internal/ubuntu oracular-proposed/restricted ppc64el Packages [1860 B] 118s Get:8 http://ftpmaster.internal/ubuntu oracular-proposed/universe ppc64el Packages [300 kB] 118s Get:9 http://ftpmaster.internal/ubuntu oracular-proposed/multiverse ppc64el Packages [1768 B] 118s Fetched 858 kB in 1s (1041 kB/s) 118s Reading package lists... 121s Reading package lists... 121s Building dependency tree... 121s Reading state information... 121s Calculating upgrade... 121s The following packages will be upgraded: 121s debianutils libheif-plugin-aomdec libheif-plugin-aomenc 121s libheif-plugin-libde265 libheif1 libnetplan1 netplan-generator netplan.io 121s python3-netplan 121s 9 upgraded, 0 newly installed, 0 to remove and 0 not upgraded. 121s Need to get 731 kB of archives. 121s After this operation, 5120 B of additional disk space will be used. 121s Get:1 http://ftpmaster.internal/ubuntu oracular/main ppc64el debianutils ppc64el 5.18 [90.5 kB] 122s Get:2 http://ftpmaster.internal/ubuntu oracular/main ppc64el netplan-generator ppc64el 1.0-3ubuntu1 [59.3 kB] 122s Get:3 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-netplan ppc64el 1.0-3ubuntu1 [21.8 kB] 122s Get:4 http://ftpmaster.internal/ubuntu oracular/main ppc64el netplan.io ppc64el 1.0-3ubuntu1 [66.6 kB] 122s Get:5 http://ftpmaster.internal/ubuntu oracular/main ppc64el libnetplan1 ppc64el 1.0-3ubuntu1 [138 kB] 122s Get:6 http://ftpmaster.internal/ubuntu oracular/main ppc64el libheif-plugin-aomdec ppc64el 1.17.6-3 [10.2 kB] 122s Get:7 http://ftpmaster.internal/ubuntu oracular/main ppc64el libheif-plugin-aomenc ppc64el 1.17.6-3 [16.6 kB] 122s Get:8 http://ftpmaster.internal/ubuntu oracular/main ppc64el libheif1 ppc64el 1.17.6-3 [320 kB] 122s Get:9 http://ftpmaster.internal/ubuntu oracular/main ppc64el libheif-plugin-libde265 ppc64el 1.17.6-3 [8484 B] 122s Fetched 731 kB in 0s (1488 kB/s) 122s (Reading database ... (Reading database ... 5% (Reading database ... 10% (Reading database ... 15% (Reading database ... 20% (Reading database ... 25% (Reading database ... 30% (Reading database ... 35% (Reading database ... 40% (Reading database ... 45% (Reading database ... 50% (Reading database ... 55% (Reading database ... 60% (Reading database ... 65% (Reading database ... 70% (Reading database ... 75% (Reading database ... 80% (Reading database ... 85% (Reading database ... 90% (Reading database ... 95% (Reading database ... 100% (Reading database ... 72602 files and directories currently installed.) 122s Preparing to unpack .../debianutils_5.18_ppc64el.deb ... 122s Unpacking debianutils (5.18) over (5.17build1) ... 122s Setting up debianutils (5.18) ... 122s (Reading database ... (Reading database ... 5% (Reading database ... 10% (Reading database ... 15% (Reading database ... 20% (Reading database ... 25% (Reading database ... 30% (Reading database ... 35% (Reading database ... 40% (Reading database ... 45% (Reading database ... 50% (Reading database ... 55% (Reading database ... 60% (Reading database ... 65% (Reading database ... 70% (Reading database ... 75% (Reading database ... 80% (Reading database ... 85% (Reading database ... 90% (Reading database ... 95% (Reading database ... 100% (Reading database ... 72602 files and directories currently installed.) 122s Preparing to unpack .../0-netplan-generator_1.0-3ubuntu1_ppc64el.deb ... 122s Adding 'diversion of /lib/systemd/system-generators/netplan to /lib/systemd/system-generators/netplan.usr-is-merged by netplan-generator' 122s Unpacking netplan-generator (1.0-3ubuntu1) over (1.0-2ubuntu1) ... 122s Preparing to unpack .../1-python3-netplan_1.0-3ubuntu1_ppc64el.deb ... 122s Unpacking python3-netplan (1.0-3ubuntu1) over (1.0-2ubuntu1) ... 122s Preparing to unpack .../2-netplan.io_1.0-3ubuntu1_ppc64el.deb ... 122s Unpacking netplan.io (1.0-3ubuntu1) over (1.0-2ubuntu1) ... 122s Preparing to unpack .../3-libnetplan1_1.0-3ubuntu1_ppc64el.deb ... 122s Unpacking libnetplan1:ppc64el (1.0-3ubuntu1) over (1.0-2ubuntu1) ... 123s Preparing to unpack .../4-libheif-plugin-aomdec_1.17.6-3_ppc64el.deb ... 123s Unpacking libheif-plugin-aomdec:ppc64el (1.17.6-3) over (1.17.6-1ubuntu4) ... 123s Preparing to unpack .../5-libheif-plugin-aomenc_1.17.6-3_ppc64el.deb ... 123s Unpacking libheif-plugin-aomenc:ppc64el (1.17.6-3) over (1.17.6-1ubuntu4) ... 123s Preparing to unpack .../6-libheif1_1.17.6-3_ppc64el.deb ... 123s Unpacking libheif1:ppc64el (1.17.6-3) over (1.17.6-1ubuntu4) ... 123s Preparing to unpack .../7-libheif-plugin-libde265_1.17.6-3_ppc64el.deb ... 123s Unpacking libheif-plugin-libde265:ppc64el (1.17.6-3) over (1.17.6-1ubuntu4) ... 123s Setting up libnetplan1:ppc64el (1.0-3ubuntu1) ... 123s Setting up python3-netplan (1.0-3ubuntu1) ... 123s Setting up netplan-generator (1.0-3ubuntu1) ... 123s Removing 'diversion of /lib/systemd/system-generators/netplan to /lib/systemd/system-generators/netplan.usr-is-merged by netplan-generator' 123s Setting up netplan.io (1.0-3ubuntu1) ... 123s Setting up libheif-plugin-aomdec:ppc64el (1.17.6-3) ... 123s Setting up libheif-plugin-libde265:ppc64el (1.17.6-3) ... 123s Setting up libheif1:ppc64el (1.17.6-3) ... 123s Setting up libheif-plugin-aomenc:ppc64el (1.17.6-3) ... 123s Processing triggers for libc-bin (2.39-0ubuntu8.1) ... 123s Processing triggers for man-db (2.12.1-1) ... 124s Processing triggers for dbus (1.14.10-4ubuntu4) ... 124s Reading package lists... 124s Building dependency tree... 124s Reading state information... 125s 0 upgraded, 0 newly installed, 0 to remove and 0 not upgraded. 125s Hit:1 http://ftpmaster.internal/ubuntu oracular-proposed InRelease 125s Hit:2 http://ftpmaster.internal/ubuntu oracular InRelease 125s Hit:3 http://ftpmaster.internal/ubuntu oracular-updates InRelease 125s Hit:4 http://ftpmaster.internal/ubuntu oracular-security InRelease 126s Reading package lists... 126s Reading package lists... 126s Building dependency tree... 126s Reading state information... 127s Calculating upgrade... 127s 0 upgraded, 0 newly installed, 0 to remove and 0 not upgraded. 127s Reading package lists... 127s Building dependency tree... 127s Reading state information... 127s 0 upgraded, 0 newly installed, 0 to remove and 0 not upgraded. 130s autopkgtest [01:52:12]: testbed running kernel: Linux 6.8.0-31-generic #31-Ubuntu SMP Sat Apr 20 00:05:55 UTC 2024 130s autopkgtest [01:52:12]: @@@@@@@@@@@@@@@@@@@@ apt-source scikit-learn 133s Get:1 http://ftpmaster.internal/ubuntu oracular/universe scikit-learn 1.4.2+dfsg-1 (dsc) [3035 B] 133s Get:2 http://ftpmaster.internal/ubuntu oracular/universe scikit-learn 1.4.2+dfsg-1 (tar) [6409 kB] 133s Get:3 http://ftpmaster.internal/ubuntu oracular/universe scikit-learn 1.4.2+dfsg-1 (diff) [23.5 kB] 133s gpgv: Signature made Mon Apr 15 09:49:37 2024 UTC 133s gpgv: using RSA key 724D609337113C710550D7473C26763F6C67E6E2 133s gpgv: Can't check signature: No public key 133s dpkg-source: warning: cannot verify inline signature for ./scikit-learn_1.4.2+dfsg-1.dsc: no acceptable signature found 134s autopkgtest [01:52:16]: testing package scikit-learn version 1.4.2+dfsg-1 134s autopkgtest [01:52:16]: build not needed 172s autopkgtest [01:52:54]: test python3: preparing testbed 173s Reading package lists... 174s Building dependency tree... 174s Reading state information... 174s Starting pkgProblemResolver with broken count: 0 174s Starting 2 pkgProblemResolver with broken count: 0 174s Done 174s The following additional packages will be installed: 174s blt fonts-lyx libblas3 libgfortran5 libgomp1 libgraphite2-3 libharfbuzz0b 174s libimagequant0 libjs-jquery libjs-jquery-ui liblapack3 liblbfgsb0 liblcms2-2 174s libopenjp2-7 libqhull-r8.0 libraqm0 libtcl8.6 libtk8.6 libwebpdemux2 174s libwebpmux3 libxft2 libxrender1 libxslt1.1 libxss1 python-matplotlib-data 174s python3-all python3-appdirs python3-brotli python3-contourpy python3-cycler 174s python3-dateutil python3-decorator python3-fonttools python3-fs 174s python3-iniconfig python3-joblib python3-kiwisolver python3-lxml python3-lz4 174s python3-matplotlib python3-mpmath python3-numpy python3-packaging 174s python3-pil python3-pil.imagetk python3-pluggy python3-pytest python3-scipy 174s python3-sklearn python3-sklearn-lib python3-sympy python3-threadpoolctl 174s python3-tk python3-tz python3-ufolib2 tk8.6-blt2.5 unicode-data x11-common 174s Suggested packages: 174s blt-demo libjs-jquery-ui-docs liblcms2-utils tcl8.6 tk8.6 python-cycler-doc 174s python-lxml-doc cm-super-minimal dvipng ffmpeg fonts-staypuft ghostscript 174s gir1.2-gtk-3.0 inkscape ipython3 librsvg2-common python3-cairocffi 174s python3-gi-cairo python3-gobject python3-pyqt5 python3-sip python3-tornado 174s texlive-extra-utils texlive-latex-extra python-mpmath-doc python3-gmpy2 gcc 174s gfortran python-numpy-doc python3-dev python-pil-doc python-scipy-doc 174s python3-dap python-sklearn-doc texlive-fonts-extra python-sympy-doc tix 174s python3-tk-dbg 174s Recommended packages: 174s javascript-common python3-simplejson python3-psutil python3-bs4 174s python3-cssselect python3-html5lib python3-olefile g++ | c++-compiler 174s isympy-common 174s The following NEW packages will be installed: 174s autopkgtest-satdep blt fonts-lyx libblas3 libgfortran5 libgomp1 174s libgraphite2-3 libharfbuzz0b libimagequant0 libjs-jquery libjs-jquery-ui 174s liblapack3 liblbfgsb0 liblcms2-2 libopenjp2-7 libqhull-r8.0 libraqm0 174s libtcl8.6 libtk8.6 libwebpdemux2 libwebpmux3 libxft2 libxrender1 libxslt1.1 174s libxss1 python-matplotlib-data python3-all python3-appdirs python3-brotli 174s python3-contourpy python3-cycler python3-dateutil python3-decorator 174s python3-fonttools python3-fs python3-iniconfig python3-joblib 174s python3-kiwisolver python3-lxml python3-lz4 python3-matplotlib 174s python3-mpmath python3-numpy python3-packaging python3-pil 174s python3-pil.imagetk python3-pluggy python3-pytest python3-scipy 174s python3-sklearn python3-sklearn-lib python3-sympy python3-threadpoolctl 174s python3-tk python3-tz python3-ufolib2 tk8.6-blt2.5 unicode-data x11-common 174s 0 upgraded, 59 newly installed, 0 to remove and 0 not upgraded. 174s Need to get 63.8 MB/63.8 MB of archives. 174s After this operation, 290 MB of additional disk space will be used. 174s Get:1 /tmp/autopkgtest.9qJTNW/1-autopkgtest-satdep.deb autopkgtest-satdep ppc64el 0 [768 B] 174s Get:2 http://ftpmaster.internal/ubuntu oracular/main ppc64el libtcl8.6 ppc64el 8.6.14+dfsg-1build1 [1204 kB] 175s Get:3 http://ftpmaster.internal/ubuntu oracular/main ppc64el libxrender1 ppc64el 1:0.9.10-1.1build1 [23.1 kB] 175s Get:4 http://ftpmaster.internal/ubuntu oracular/main ppc64el libxft2 ppc64el 2.3.6-1build1 [61.5 kB] 175s Get:5 http://ftpmaster.internal/ubuntu oracular/main ppc64el x11-common all 1:7.7+23ubuntu3 [21.7 kB] 175s Get:6 http://ftpmaster.internal/ubuntu oracular/main ppc64el libxss1 ppc64el 1:1.2.3-1build3 [7980 B] 175s Get:7 http://ftpmaster.internal/ubuntu oracular/main ppc64el libtk8.6 ppc64el 8.6.14-1build1 [944 kB] 175s Get:8 http://ftpmaster.internal/ubuntu oracular/main ppc64el tk8.6-blt2.5 ppc64el 2.5.3+dfsg-7build1 [784 kB] 175s Get:9 http://ftpmaster.internal/ubuntu oracular/main ppc64el blt ppc64el 2.5.3+dfsg-7build1 [4840 B] 175s Get:10 http://ftpmaster.internal/ubuntu oracular/universe ppc64el fonts-lyx all 2.4.0-1 [171 kB] 175s Get:11 http://ftpmaster.internal/ubuntu oracular/main ppc64el libblas3 ppc64el 3.12.0-3build1 [227 kB] 175s Get:12 http://ftpmaster.internal/ubuntu oracular/main ppc64el libgfortran5 ppc64el 14.1.0-1ubuntu1 [573 kB] 176s Get:13 http://ftpmaster.internal/ubuntu oracular/main ppc64el libgomp1 ppc64el 14.1.0-1ubuntu1 [161 kB] 176s Get:14 http://ftpmaster.internal/ubuntu oracular/main ppc64el libgraphite2-3 ppc64el 1.3.14-2build1 [84.6 kB] 176s Get:15 http://ftpmaster.internal/ubuntu oracular/main ppc64el libharfbuzz0b ppc64el 8.3.0-2build2 [580 kB] 176s Get:16 http://ftpmaster.internal/ubuntu oracular/main ppc64el libimagequant0 ppc64el 2.18.0-1build1 [43.2 kB] 176s Get:17 http://ftpmaster.internal/ubuntu oracular/main ppc64el libjs-jquery all 3.6.1+dfsg+~3.5.14-1 [328 kB] 176s Get:18 http://ftpmaster.internal/ubuntu oracular/universe ppc64el libjs-jquery-ui all 1.13.2+dfsg-1 [252 kB] 176s Get:19 http://ftpmaster.internal/ubuntu oracular/main ppc64el liblapack3 ppc64el 3.12.0-3build1 [2804 kB] 176s Get:20 http://ftpmaster.internal/ubuntu oracular/universe ppc64el liblbfgsb0 ppc64el 3.0+dfsg.4-1build1 [33.0 kB] 176s Get:21 http://ftpmaster.internal/ubuntu oracular/main ppc64el liblcms2-2 ppc64el 2.14-2build1 [233 kB] 176s Get:22 http://ftpmaster.internal/ubuntu oracular/universe ppc64el libqhull-r8.0 ppc64el 2020.2-6build1 [225 kB] 176s Get:23 http://ftpmaster.internal/ubuntu oracular/main ppc64el libraqm0 ppc64el 0.10.1-1build1 [19.4 kB] 176s Get:24 http://ftpmaster.internal/ubuntu oracular/main ppc64el libwebpdemux2 ppc64el 1.4.0-0.1 [14.1 kB] 176s Get:25 http://ftpmaster.internal/ubuntu oracular/main ppc64el libwebpmux3 ppc64el 1.4.0-0.1 [31.4 kB] 176s Get:26 http://ftpmaster.internal/ubuntu oracular/main ppc64el libxslt1.1 ppc64el 1.1.39-0exp1build1 [192 kB] 176s Get:27 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python-matplotlib-data all 3.6.3-2ubuntu1 [2937 kB] 177s Get:28 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-all ppc64el 3.12.3-0ubuntu1 [888 B] 177s Get:29 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-appdirs all 1.4.4-4 [10.9 kB] 177s Get:30 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-brotli ppc64el 1.1.0-2build2 [413 kB] 177s Get:31 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-numpy ppc64el 1:1.26.4+ds-10 [4408 kB] 177s Get:32 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-contourpy ppc64el 1.0.7-3 [200 kB] 177s Get:33 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-cycler all 0.12.1-1 [9716 B] 177s Get:34 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-dateutil all 2.9.0-2 [80.3 kB] 177s Get:35 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-decorator all 5.1.1-5 [10.1 kB] 177s Get:36 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-scipy ppc64el 1.11.4-10 [16.9 MB] 178s Get:37 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-ufolib2 all 0.16.0+dfsg1-1 [33.5 kB] 178s Get:38 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-mpmath all 1.3.0-1 [425 kB] 178s Get:39 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-sympy all 1.12-8 [3966 kB] 178s Get:40 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-tz all 2024.1-2 [31.4 kB] 178s Get:41 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-fs all 2.4.16-4 [91.3 kB] 178s Get:42 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-lxml ppc64el 5.2.1-1 [1250 kB] 178s Get:43 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-lz4 ppc64el 4.0.2+dfsg-1build4 [27.8 kB] 178s Get:44 http://ftpmaster.internal/ubuntu oracular/universe ppc64el unicode-data all 15.1.0-1 [8878 kB] 178s Get:45 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-fonttools ppc64el 4.46.0-1build2 [1473 kB] 178s Get:46 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-iniconfig all 1.1.1-2 [6024 B] 178s Get:47 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-joblib all 1.3.2-2 [208 kB] 178s Get:48 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-kiwisolver ppc64el 1.4.5-1 [55.5 kB] 178s Get:49 http://ftpmaster.internal/ubuntu oracular/main ppc64el libopenjp2-7 ppc64el 2.5.0-2build3 [239 kB] 178s Get:50 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-pil ppc64el 10.3.0-2 [491 kB] 178s Get:51 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-tk ppc64el 3.12.3-0ubuntu1 [105 kB] 178s Get:52 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-pil.imagetk ppc64el 10.3.0-2 [9572 B] 178s Get:53 http://ftpmaster.internal/ubuntu oracular/main ppc64el python3-packaging all 24.0-1 [41.1 kB] 178s Get:54 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-matplotlib ppc64el 3.6.3-2ubuntu1 [6175 kB] 179s Get:55 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-pluggy all 1.5.0-1 [21.0 kB] 179s Get:56 http://ftpmaster.internal/ubuntu oracular-proposed/universe ppc64el python3-pytest all 8.2.2-1ubuntu1 [250 kB] 179s Get:57 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-threadpoolctl all 3.1.0-1 [21.3 kB] 179s Get:58 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-sklearn-lib ppc64el 1.4.2+dfsg-1 [3761 kB] 179s Get:59 http://ftpmaster.internal/ubuntu oracular/universe ppc64el python3-sklearn all 1.4.2+dfsg-1 [2261 kB] 179s Fetched 63.8 MB in 5s (13.7 MB/s) 179s Selecting previously unselected package libtcl8.6:ppc64el. 179s (Reading database ... (Reading database ... 5% (Reading database ... 10% (Reading database ... 15% (Reading database ... 20% (Reading database ... 25% (Reading database ... 30% (Reading database ... 35% (Reading database ... 40% (Reading database ... 45% (Reading database ... 50% (Reading database ... 55% (Reading database ... 60% (Reading database ... 65% (Reading database ... 70% (Reading database ... 75% (Reading database ... 80% (Reading database ... 85% (Reading database ... 90% (Reading database ... 95% (Reading database ... 100% (Reading database ... 72602 files and directories currently installed.) 179s Preparing to unpack .../00-libtcl8.6_8.6.14+dfsg-1build1_ppc64el.deb ... 179s Unpacking libtcl8.6:ppc64el (8.6.14+dfsg-1build1) ... 179s Selecting previously unselected package libxrender1:ppc64el. 179s Preparing to unpack .../01-libxrender1_1%3a0.9.10-1.1build1_ppc64el.deb ... 179s Unpacking libxrender1:ppc64el (1:0.9.10-1.1build1) ... 179s Selecting previously unselected package libxft2:ppc64el. 179s Preparing to unpack .../02-libxft2_2.3.6-1build1_ppc64el.deb ... 179s Unpacking libxft2:ppc64el (2.3.6-1build1) ... 179s Selecting previously unselected package x11-common. 179s Preparing to unpack .../03-x11-common_1%3a7.7+23ubuntu3_all.deb ... 179s Unpacking x11-common (1:7.7+23ubuntu3) ... 179s Selecting previously unselected package libxss1:ppc64el. 179s Preparing to unpack .../04-libxss1_1%3a1.2.3-1build3_ppc64el.deb ... 179s Unpacking libxss1:ppc64el (1:1.2.3-1build3) ... 179s Selecting previously unselected package libtk8.6:ppc64el. 179s Preparing to unpack .../05-libtk8.6_8.6.14-1build1_ppc64el.deb ... 179s Unpacking libtk8.6:ppc64el (8.6.14-1build1) ... 179s Selecting previously unselected package tk8.6-blt2.5. 179s Preparing to unpack .../06-tk8.6-blt2.5_2.5.3+dfsg-7build1_ppc64el.deb ... 179s Unpacking tk8.6-blt2.5 (2.5.3+dfsg-7build1) ... 179s Selecting previously unselected package blt. 179s Preparing to unpack .../07-blt_2.5.3+dfsg-7build1_ppc64el.deb ... 179s Unpacking blt (2.5.3+dfsg-7build1) ... 179s Selecting previously unselected package fonts-lyx. 179s Preparing to unpack .../08-fonts-lyx_2.4.0-1_all.deb ... 179s Unpacking fonts-lyx (2.4.0-1) ... 179s Selecting previously unselected package libblas3:ppc64el. 179s Preparing to unpack .../09-libblas3_3.12.0-3build1_ppc64el.deb ... 179s Unpacking libblas3:ppc64el (3.12.0-3build1) ... 179s Selecting previously unselected package libgfortran5:ppc64el. 179s Preparing to unpack .../10-libgfortran5_14.1.0-1ubuntu1_ppc64el.deb ... 179s Unpacking libgfortran5:ppc64el (14.1.0-1ubuntu1) ... 179s Selecting previously unselected package libgomp1:ppc64el. 179s Preparing to unpack .../11-libgomp1_14.1.0-1ubuntu1_ppc64el.deb ... 179s Unpacking libgomp1:ppc64el (14.1.0-1ubuntu1) ... 179s Selecting previously unselected package libgraphite2-3:ppc64el. 179s Preparing to unpack .../12-libgraphite2-3_1.3.14-2build1_ppc64el.deb ... 179s Unpacking libgraphite2-3:ppc64el (1.3.14-2build1) ... 179s Selecting previously unselected package libharfbuzz0b:ppc64el. 179s Preparing to unpack .../13-libharfbuzz0b_8.3.0-2build2_ppc64el.deb ... 179s Unpacking libharfbuzz0b:ppc64el (8.3.0-2build2) ... 179s Selecting previously unselected package libimagequant0:ppc64el. 179s Preparing to unpack .../14-libimagequant0_2.18.0-1build1_ppc64el.deb ... 179s Unpacking libimagequant0:ppc64el (2.18.0-1build1) ... 180s Selecting previously unselected package libjs-jquery. 180s Preparing to unpack .../15-libjs-jquery_3.6.1+dfsg+~3.5.14-1_all.deb ... 180s Unpacking libjs-jquery (3.6.1+dfsg+~3.5.14-1) ... 180s Selecting previously unselected package libjs-jquery-ui. 180s Preparing to unpack .../16-libjs-jquery-ui_1.13.2+dfsg-1_all.deb ... 180s Unpacking libjs-jquery-ui (1.13.2+dfsg-1) ... 180s Selecting previously unselected package liblapack3:ppc64el. 180s Preparing to unpack .../17-liblapack3_3.12.0-3build1_ppc64el.deb ... 180s Unpacking liblapack3:ppc64el (3.12.0-3build1) ... 180s Selecting previously unselected package liblbfgsb0:ppc64el. 180s Preparing to unpack .../18-liblbfgsb0_3.0+dfsg.4-1build1_ppc64el.deb ... 180s Unpacking liblbfgsb0:ppc64el (3.0+dfsg.4-1build1) ... 180s Selecting previously unselected package liblcms2-2:ppc64el. 180s Preparing to unpack .../19-liblcms2-2_2.14-2build1_ppc64el.deb ... 180s Unpacking liblcms2-2:ppc64el (2.14-2build1) ... 180s Selecting previously unselected package libqhull-r8.0:ppc64el. 180s Preparing to unpack .../20-libqhull-r8.0_2020.2-6build1_ppc64el.deb ... 180s Unpacking libqhull-r8.0:ppc64el (2020.2-6build1) ... 180s Selecting previously unselected package libraqm0:ppc64el. 180s Preparing to unpack .../21-libraqm0_0.10.1-1build1_ppc64el.deb ... 180s Unpacking libraqm0:ppc64el (0.10.1-1build1) ... 180s Selecting previously unselected package libwebpdemux2:ppc64el. 180s Preparing to unpack .../22-libwebpdemux2_1.4.0-0.1_ppc64el.deb ... 180s Unpacking libwebpdemux2:ppc64el (1.4.0-0.1) ... 180s Selecting previously unselected package libwebpmux3:ppc64el. 180s Preparing to unpack .../23-libwebpmux3_1.4.0-0.1_ppc64el.deb ... 180s Unpacking libwebpmux3:ppc64el (1.4.0-0.1) ... 180s Selecting previously unselected package libxslt1.1:ppc64el. 180s Preparing to unpack .../24-libxslt1.1_1.1.39-0exp1build1_ppc64el.deb ... 180s Unpacking libxslt1.1:ppc64el (1.1.39-0exp1build1) ... 180s Selecting previously unselected package python-matplotlib-data. 180s Preparing to unpack .../25-python-matplotlib-data_3.6.3-2ubuntu1_all.deb ... 180s Unpacking python-matplotlib-data (3.6.3-2ubuntu1) ... 180s Selecting previously unselected package python3-all. 180s Preparing to unpack .../26-python3-all_3.12.3-0ubuntu1_ppc64el.deb ... 180s Unpacking python3-all (3.12.3-0ubuntu1) ... 180s Selecting previously unselected package python3-appdirs. 180s Preparing to unpack .../27-python3-appdirs_1.4.4-4_all.deb ... 180s Unpacking python3-appdirs (1.4.4-4) ... 180s Selecting previously unselected package python3-brotli. 180s Preparing to unpack .../28-python3-brotli_1.1.0-2build2_ppc64el.deb ... 180s Unpacking python3-brotli (1.1.0-2build2) ... 180s Selecting previously unselected package python3-numpy. 180s Preparing to unpack .../29-python3-numpy_1%3a1.26.4+ds-10_ppc64el.deb ... 180s Unpacking python3-numpy (1:1.26.4+ds-10) ... 180s Selecting previously unselected package python3-contourpy. 180s Preparing to unpack .../30-python3-contourpy_1.0.7-3_ppc64el.deb ... 180s Unpacking python3-contourpy (1.0.7-3) ... 180s Selecting previously unselected package python3-cycler. 180s Preparing to unpack .../31-python3-cycler_0.12.1-1_all.deb ... 180s Unpacking python3-cycler (0.12.1-1) ... 180s Selecting previously unselected package python3-dateutil. 180s Preparing to unpack .../32-python3-dateutil_2.9.0-2_all.deb ... 180s Unpacking python3-dateutil (2.9.0-2) ... 180s Selecting previously unselected package python3-decorator. 180s Preparing to unpack .../33-python3-decorator_5.1.1-5_all.deb ... 180s Unpacking python3-decorator (5.1.1-5) ... 180s Selecting previously unselected package python3-scipy. 180s Preparing to unpack .../34-python3-scipy_1.11.4-10_ppc64el.deb ... 180s Unpacking python3-scipy (1.11.4-10) ... 181s Selecting previously unselected package python3-ufolib2. 181s Preparing to unpack .../35-python3-ufolib2_0.16.0+dfsg1-1_all.deb ... 181s Unpacking python3-ufolib2 (0.16.0+dfsg1-1) ... 181s Selecting previously unselected package python3-mpmath. 181s Preparing to unpack .../36-python3-mpmath_1.3.0-1_all.deb ... 181s Unpacking python3-mpmath (1.3.0-1) ... 181s Selecting previously unselected package python3-sympy. 181s Preparing to unpack .../37-python3-sympy_1.12-8_all.deb ... 181s Unpacking python3-sympy (1.12-8) ... 182s Selecting previously unselected package python3-tz. 182s Preparing to unpack .../38-python3-tz_2024.1-2_all.deb ... 182s Unpacking python3-tz (2024.1-2) ... 182s Selecting previously unselected package python3-fs. 182s Preparing to unpack .../39-python3-fs_2.4.16-4_all.deb ... 182s Unpacking python3-fs (2.4.16-4) ... 182s Selecting previously unselected package python3-lxml:ppc64el. 182s Preparing to unpack .../40-python3-lxml_5.2.1-1_ppc64el.deb ... 182s Unpacking python3-lxml:ppc64el (5.2.1-1) ... 182s Selecting previously unselected package python3-lz4. 182s Preparing to unpack .../41-python3-lz4_4.0.2+dfsg-1build4_ppc64el.deb ... 182s Unpacking python3-lz4 (4.0.2+dfsg-1build4) ... 182s Selecting previously unselected package unicode-data. 182s Preparing to unpack .../42-unicode-data_15.1.0-1_all.deb ... 182s Unpacking unicode-data (15.1.0-1) ... 182s Selecting previously unselected package python3-fonttools. 182s Preparing to unpack .../43-python3-fonttools_4.46.0-1build2_ppc64el.deb ... 182s Unpacking python3-fonttools (4.46.0-1build2) ... 182s Selecting previously unselected package python3-iniconfig. 182s Preparing to unpack .../44-python3-iniconfig_1.1.1-2_all.deb ... 182s Unpacking python3-iniconfig (1.1.1-2) ... 182s Selecting previously unselected package python3-joblib. 182s Preparing to unpack .../45-python3-joblib_1.3.2-2_all.deb ... 182s Unpacking python3-joblib (1.3.2-2) ... 182s Selecting previously unselected package python3-kiwisolver. 182s Preparing to unpack .../46-python3-kiwisolver_1.4.5-1_ppc64el.deb ... 182s Unpacking python3-kiwisolver (1.4.5-1) ... 182s Selecting previously unselected package libopenjp2-7:ppc64el. 182s Preparing to unpack .../47-libopenjp2-7_2.5.0-2build3_ppc64el.deb ... 182s Unpacking libopenjp2-7:ppc64el (2.5.0-2build3) ... 182s Selecting previously unselected package python3-pil:ppc64el. 182s Preparing to unpack .../48-python3-pil_10.3.0-2_ppc64el.deb ... 182s Unpacking python3-pil:ppc64el (10.3.0-2) ... 182s Selecting previously unselected package python3-tk:ppc64el. 182s Preparing to unpack .../49-python3-tk_3.12.3-0ubuntu1_ppc64el.deb ... 182s Unpacking python3-tk:ppc64el (3.12.3-0ubuntu1) ... 182s Selecting previously unselected package python3-pil.imagetk:ppc64el. 182s Preparing to unpack .../50-python3-pil.imagetk_10.3.0-2_ppc64el.deb ... 182s Unpacking python3-pil.imagetk:ppc64el (10.3.0-2) ... 182s Selecting previously unselected package python3-packaging. 182s Preparing to unpack .../51-python3-packaging_24.0-1_all.deb ... 182s Unpacking python3-packaging (24.0-1) ... 182s Selecting previously unselected package python3-matplotlib. 182s Preparing to unpack .../52-python3-matplotlib_3.6.3-2ubuntu1_ppc64el.deb ... 182s Unpacking python3-matplotlib (3.6.3-2ubuntu1) ... 183s Selecting previously unselected package python3-pluggy. 183s Preparing to unpack .../53-python3-pluggy_1.5.0-1_all.deb ... 183s Unpacking python3-pluggy (1.5.0-1) ... 183s Selecting previously unselected package python3-pytest. 183s Preparing to unpack .../54-python3-pytest_8.2.2-1ubuntu1_all.deb ... 183s Unpacking python3-pytest (8.2.2-1ubuntu1) ... 183s Selecting previously unselected package python3-threadpoolctl. 183s Preparing to unpack .../55-python3-threadpoolctl_3.1.0-1_all.deb ... 183s Unpacking python3-threadpoolctl (3.1.0-1) ... 183s Selecting previously unselected package python3-sklearn-lib:ppc64el. 183s Preparing to unpack .../56-python3-sklearn-lib_1.4.2+dfsg-1_ppc64el.deb ... 183s Unpacking python3-sklearn-lib:ppc64el (1.4.2+dfsg-1) ... 183s Selecting previously unselected package python3-sklearn. 183s Preparing to unpack .../57-python3-sklearn_1.4.2+dfsg-1_all.deb ... 183s Unpacking python3-sklearn (1.4.2+dfsg-1) ... 183s Selecting previously unselected package autopkgtest-satdep. 183s Preparing to unpack .../58-1-autopkgtest-satdep.deb ... 183s Unpacking autopkgtest-satdep (0) ... 183s Setting up libgraphite2-3:ppc64el (1.3.14-2build1) ... 183s Setting up liblcms2-2:ppc64el (2.14-2build1) ... 183s Setting up python3-iniconfig (1.1.1-2) ... 183s Setting up libxrender1:ppc64el (1:0.9.10-1.1build1) ... 183s Setting up python3-joblib (1.3.2-2) ... 184s Setting up python3-lz4 (4.0.2+dfsg-1build4) ... 184s Setting up fonts-lyx (2.4.0-1) ... 184s Setting up libwebpdemux2:ppc64el (1.4.0-0.1) ... 184s Setting up python3-threadpoolctl (3.1.0-1) ... 184s Setting up x11-common (1:7.7+23ubuntu3) ... 185s Setting up libqhull-r8.0:ppc64el (2020.2-6build1) ... 185s Setting up python3-all (3.12.3-0ubuntu1) ... 185s Setting up libgomp1:ppc64el (14.1.0-1ubuntu1) ... 185s Setting up python3-tz (2024.1-2) ... 185s Setting up unicode-data (15.1.0-1) ... 185s Setting up python3-decorator (5.1.1-5) ... 185s Setting up libblas3:ppc64el (3.12.0-3build1) ... 185s update-alternatives: using /usr/lib/powerpc64le-linux-gnu/blas/libblas.so.3 to provide /usr/lib/powerpc64le-linux-gnu/libblas.so.3 (libblas.so.3-powerpc64le-linux-gnu) in auto mode 185s Setting up python3-packaging (24.0-1) ... 185s Setting up python3-brotli (1.1.0-2build2) ... 185s Setting up python3-cycler (0.12.1-1) ... 186s Setting up libimagequant0:ppc64el (2.18.0-1build1) ... 186s Setting up python3-kiwisolver (1.4.5-1) ... 186s Setting up libtcl8.6:ppc64el (8.6.14+dfsg-1build1) ... 186s Setting up libgfortran5:ppc64el (14.1.0-1ubuntu1) ... 186s Setting up python3-pluggy (1.5.0-1) ... 186s Setting up libxslt1.1:ppc64el (1.1.39-0exp1build1) ... 186s Setting up libopenjp2-7:ppc64el (2.5.0-2build3) ... 186s Setting up libharfbuzz0b:ppc64el (8.3.0-2build2) ... 186s Setting up python3-dateutil (2.9.0-2) ... 186s Setting up libxss1:ppc64el (1:1.2.3-1build3) ... 186s Setting up libjs-jquery (3.6.1+dfsg+~3.5.14-1) ... 186s Setting up python3-mpmath (1.3.0-1) ... 187s Setting up python-matplotlib-data (3.6.3-2ubuntu1) ... 187s Setting up libwebpmux3:ppc64el (1.4.0-0.1) ... 187s Setting up python3-appdirs (1.4.4-4) ... 187s Setting up python3-sympy (1.12-8) ... 195s Setting up liblapack3:ppc64el (3.12.0-3build1) ... 195s update-alternatives: using /usr/lib/powerpc64le-linux-gnu/lapack/liblapack.so.3 to provide /usr/lib/powerpc64le-linux-gnu/liblapack.so.3 (liblapack.so.3-powerpc64le-linux-gnu) in auto mode 195s Setting up libxft2:ppc64el (2.3.6-1build1) ... 195s Setting up python3-pytest (8.2.2-1ubuntu1) ... 196s Setting up libtk8.6:ppc64el (8.6.14-1build1) ... 196s Setting up python3-fs (2.4.16-4) ... 196s Setting up libjs-jquery-ui (1.13.2+dfsg-1) ... 196s Setting up libraqm0:ppc64el (0.10.1-1build1) ... 196s Setting up python3-numpy (1:1.26.4+ds-10) ... 199s Setting up python3-lxml:ppc64el (5.2.1-1) ... 199s Setting up python3-contourpy (1.0.7-3) ... 199s Setting up liblbfgsb0:ppc64el (3.0+dfsg.4-1build1) ... 199s Setting up tk8.6-blt2.5 (2.5.3+dfsg-7build1) ... 199s Setting up python3-scipy (1.11.4-10) ... 203s Setting up blt (2.5.3+dfsg-7build1) ... 203s Setting up python3-sklearn-lib:ppc64el (1.4.2+dfsg-1) ... 203s Setting up python3-tk:ppc64el (3.12.3-0ubuntu1) ... 203s Setting up python3-pil:ppc64el (10.3.0-2) ... 204s Setting up python3-pil.imagetk:ppc64el (10.3.0-2) ... 204s Setting up python3-sklearn (1.4.2+dfsg-1) ... 207s Setting up python3-fonttools (4.46.0-1build2) ... 208s Setting up python3-ufolib2 (0.16.0+dfsg1-1) ... 208s Setting up python3-matplotlib (3.6.3-2ubuntu1) ... 210s Setting up autopkgtest-satdep (0) ... 210s Processing triggers for libc-bin (2.39-0ubuntu8.1) ... 210s Processing triggers for man-db (2.12.1-1) ... 214s (Reading database ... 80294 files and directories currently installed.) 214s Removing autopkgtest-satdep (0) ... 215s autopkgtest [01:53:37]: test python3: [----------------------- 215s + export JOBLIB_MULTIPROCESSING=0 215s + py3versions -sv 215s + pys=3.12 215s + pkgbuild=no 215s + srcdir=/tmp/autopkgtest.9qJTNW/build.hxk/src 215s + exclude_tests=not test_old_pickle and not test_ard_accuracy_on_easy_problem 215s + dpkg-architecture -e arm64 215s dpkg-architecture: warning: cannot determine CC system type, falling back to default (native compilation) 215s + dpkg-architecture -e armel 215s dpkg-architecture: warning: cannot determine CC system type, falling back to default (native compilation) 215s + dpkg-architecture -e ppc64el 215s dpkg-architecture: warning: cannot determine CC system type, falling back to default (native compilation) 215s + exclude_tests=not test_old_pickle and not test_ard_accuracy_on_easy_problem and not test_precomputed_nearest_neighbors_filtering 215s + exclude_tests=not test_old_pickle and not test_ard_accuracy_on_easy_problem and not test_precomputed_nearest_neighbors_filtering and not test_common 215s + exclude_tests=not test_old_pickle and not test_ard_accuracy_on_easy_problem and not test_precomputed_nearest_neighbors_filtering and not test_common and not test_stacking_cv_influence 215s + exclude_tests=not test_old_pickle and not test_ard_accuracy_on_easy_problem and not test_precomputed_nearest_neighbors_filtering and not test_common and not test_stacking_cv_influence and not test_stacking_with_sample_weight 215s + dpkg-architecture -e armhf 215s dpkg-architecture: warning: cannot determine CC system type, falling back to default (native compilation) 215s + dpkg-architecture -e s390x 215s dpkg-architecture: warning: cannot determine CC system type, falling back to default (native compilation) 215s + dpkg-architecture -e alpha 215s dpkg-architecture: warning: cannot determine CC system type, falling back to default (native compilation) 215s + dpkg-architecture -e ppc64 215s dpkg-architecture: warning: cannot determine CC system type, falling back to default (native compilation) 215s + echo === python3.12 === 215s + [ no = yes ] 215s + module=/usr/lib/python3/dist-packages/sklearn 215s + cd /tmp/autopkgtest.9qJTNW/autopkgtest_tmp 215s + python3.12 -m pytest -m not network -s -v --color=no /usr/lib/python3/dist-packages/sklearn -k not test_old_pickle and not test_ard_accuracy_on_easy_problem and not test_precomputed_nearest_neighbors_filtering and not test_common and not test_stacking_cv_influence and not test_stacking_with_sample_weight 215s === python3.12 === 216s ============================= test session starts ============================== 216s platform linux -- Python 3.12.3, pytest-8.2.2, pluggy-1.5.0 -- /usr/bin/python3.12 216s cachedir: .pytest_cache 216s rootdir: /usr/lib/python3/dist-packages/sklearn 238s collecting ... collected 32785 items / 11732 deselected / 1 skipped / 21053 selected 238s 238s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_link.py::test_interval_raises I: Seeding RNGs with 462312564 238s PASSED 238s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_link.py::test_is_in_range[interval0] PASSED 238s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_link.py::test_is_in_range[interval1] PASSED 238s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_link.py::test_is_in_range[interval2] PASSED 238s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_link.py::test_is_in_range[interval3] PASSED 238s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_link.py::test_is_in_range[interval4] PASSED 238s 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../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessians[F-float64-range-HalfTweedieLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessians[F-float64-range-HalfBinomialLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessians[F-float64-range-HalfMultinomialLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessians[F-float64-range-ExponentialLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessian_raises[params0-Valid options for 'dtype' are .* Got dtype= instead.-HalfSquaredError] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessian_raises[params0-Valid options for 'dtype' are .* Got dtype= instead.-AbsoluteError] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessian_raises[params0-Valid options for 'dtype' are .* Got dtype= instead.-PinballLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessian_raises[params0-Valid options for 'dtype' are .* Got dtype= instead.-HuberLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessian_raises[params0-Valid options for 'dtype' are .* Got dtype= instead.-HalfPoissonLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessian_raises[params0-Valid options for 'dtype' are .* Got dtype= instead.-HalfGammaLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessian_raises[params0-Valid options for 'dtype' are .* Got dtype= instead.-HalfTweedieLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessian_raises[params0-Valid options for 'dtype' are .* Got dtype= instead.-HalfBinomialLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessian_raises[params0-Valid options for 'dtype' are .* Got dtype= instead.-HalfMultinomialLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_init_gradient_and_hessian_raises[params0-Valid options for 'dtype' are .* Got dtype= instead.-ExponentialLoss] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_init_parameter_validation[PinballLoss-params0-TypeError-quantile must be an instance of float, not NoneType.] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_init_parameter_validation[PinballLoss-params1-ValueError-quantile == 0, must be > 0.] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_init_parameter_validation[PinballLoss-params2-ValueError-quantile == 1.1, must be < 1.] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_init_parameter_validation[HuberLoss-params3-TypeError-quantile must be an instance of float, not NoneType.] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_init_parameter_validation[HuberLoss-params4-ValueError-quantile == 0, must be > 0.] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_init_parameter_validation[HuberLoss-params5-ValueError-quantile == 1.1, must be < 1.] PASSED 243s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfSquaredError] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[AbsoluteError] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[PinballLoss(quantile=0.5)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HuberLoss(quantile=0.9] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfPoissonLoss] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfGammaLoss] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfTweedieLoss(power=1.5)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfBinomialLoss] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfMultinomialLoss] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[ExponentialLoss] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[PinballLoss(quantile=0.25)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HuberLoss(quantile=0.75] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfTweedieLoss(power=-1.5)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfTweedieLoss(power=0.0)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfTweedieLoss(power=1.0)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfTweedieLoss(power=2.0)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfTweedieLoss(power=3.0)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfTweedieLossIdentity(power=0.0)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfTweedieLossIdentity(power=1.0)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfTweedieLossIdentity(power=2.0)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_loss_pickle[HalfTweedieLossIdentity(power=3.0)] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_tweedie_log_identity_consistency[-1.5] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_tweedie_log_identity_consistency[0] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_tweedie_log_identity_consistency[1] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_tweedie_log_identity_consistency[1.5] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_tweedie_log_identity_consistency[2] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/_loss/tests/test_loss.py::test_tweedie_log_identity_consistency[3] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/_hdbscan/tests/test_reachibility.py::test_mutual_reachability_graph_error_sparse_format PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/_hdbscan/tests/test_reachibility.py::test_mutual_reachability_graph_inplace[array] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/_hdbscan/tests/test_reachibility.py::test_mutual_reachability_graph_inplace[sparse_csr] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/_hdbscan/tests/test_reachibility.py::test_mutual_reachability_graph_equivalence_dense_sparse PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/_hdbscan/tests/test_reachibility.py::test_mutual_reachability_graph_preserve_dtype[float32-array] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/_hdbscan/tests/test_reachibility.py::test_mutual_reachability_graph_preserve_dtype[float32-sparse_csr] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/_hdbscan/tests/test_reachibility.py::test_mutual_reachability_graph_preserve_dtype[float64-array] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/_hdbscan/tests/test_reachibility.py::test_mutual_reachability_graph_preserve_dtype[float64-sparse_csr] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation[42-float32] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation[42-float64] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_precomputed Converged after 58 iterations. 244s PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_no_copy Converged after 58 iterations. 244s PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_affinity_shape PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_precomputed_with_sparse_input[csr_matrix] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_precomputed_with_sparse_input[csr_array] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_predict[42-float32] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_predict[42-float64] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_predict_error PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_fit_non_convergence[float32] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_fit_non_convergence[float64] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_equal_mutual_similarities[float32] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_equal_mutual_similarities[float64] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_predict_non_convergence[float32] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_predict_non_convergence[float64] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_non_convergence_regressiontest[float32] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_non_convergence_regressiontest[float64] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_equal_similarities_and_preferences[float32] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_equal_similarities_and_preferences[float64] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_random_state PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_convergence_warning_dense_sparse[float32-csr_matrix] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_convergence_warning_dense_sparse[float32-csr_array] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_convergence_warning_dense_sparse[float32-array] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_convergence_warning_dense_sparse[float64-csr_matrix] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_convergence_warning_dense_sparse[float64-csr_array] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_convergence_warning_dense_sparse[float64-array] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_correct_clusters[float32] SKIPPED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_correct_clusters[float64] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_sparse_input_for_predict[csr_matrix] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_sparse_input_for_predict[csr_array] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_sparse_input_for_fit_predict[csr_matrix] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_sparse_input_for_fit_predict[csr_array] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_affinity_propagation.py::test_affinity_propagation_equal_points PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_get_submatrix[csr_matrix] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_get_submatrix[csr_array] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_spectral_coclustering[42-csr_matrix] PASSED 244s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_spectral_coclustering[42-csr_array] PASSED 245s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_spectral_biclustering[42-csr_matrix] PASSED 245s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_spectral_biclustering[42-csr_array] PASSED 245s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_scale_normalize[42-csr_matrix] PASSED 245s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_scale_normalize[42-csr_array] PASSED 245s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_bistochastic_normalize[42-csr_matrix] PASSED 245s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_bistochastic_normalize[42-csr_array] PASSED 245s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_log_normalize[42] PASSED 245s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_fit_best_piecewise[42] PASSED 245s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_project_and_cluster[42-csr_matrix] PASSED 245s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_project_and_cluster[42-csr_array] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_perfect_checkerboard[42] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_spectralbiclustering_parameter_validation[params0-ValueError-n_clusters should be <= n_samples=5] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_spectralbiclustering_parameter_validation[params1-ValueError-Incorrect parameter n_clusters] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_spectralbiclustering_parameter_validation[params2-ValueError-Incorrect parameter n_clusters] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_spectralbiclustering_parameter_validation[params3-ValueError-n_best=4 must be <= n_components=3] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_n_features_in_[est0] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bicluster.py::test_n_features_in_[est1] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_n_samples_leaves_roots[42-float32] SKIPPED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_n_samples_leaves_roots[42-float64] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_partial_fit[42-float32] SKIPPED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_partial_fit[42-float64] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_birch_predict[42-float32] SKIPPED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_birch_predict[42-float64] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_n_clusters[42-float32] SKIPPED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_n_clusters[42-float64] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_sparse_X[42-float32-csr_matrix] SKIPPED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_sparse_X[42-float32-csr_array] SKIPPED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_sparse_X[42-float64-csr_matrix] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_sparse_X[42-float64-csr_array] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_partial_fit_second_call_error_checks PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_branching_factor[42-float32] SKIPPED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_branching_factor[42-float64] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_threshold[42-float32] SKIPPED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_threshold[42-float64] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_birch_n_clusters_long_int PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_feature_names_out PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_transform_match_across_dtypes[42] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_subcluster_dtype[float32] SKIPPED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_subcluster_dtype[float64] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_birch.py::test_both_subclusters_updated PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_three_clusters[k-means++-biggest_inertia] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_three_clusters[k-means++-largest_cluster] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_three_clusters[random-biggest_inertia] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_three_clusters[random-largest_cluster] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_sparse[csr_matrix] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_sparse[csr_array] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_n_clusters[4] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_n_clusters[5] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_one_cluster PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_fit_predict[csr_matrix] PASSED 246s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_bisect_k_means.py::test_fit_predict[csr_array] PASSED 246s 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../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_all_init[MiniBatchKMeans-ndarray-dense] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_all_init[MiniBatchKMeans-ndarray-sparse_matrix] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_all_init[MiniBatchKMeans-ndarray-sparse_array] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_all_init[MiniBatchKMeans-callable-dense] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_all_init[MiniBatchKMeans-callable-sparse_matrix] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_all_init[MiniBatchKMeans-callable-sparse_array] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_kmeans_partial_fit_init[random] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_kmeans_partial_fit_init[k-means++] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_kmeans_partial_fit_init[ndarray] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_kmeans_partial_fit_init[callable] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_init_auto_with_initial_centroids[KMeans-k-means++-1] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_init_auto_with_initial_centroids[KMeans-random-default] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_init_auto_with_initial_centroids[KMeans--default] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_init_auto_with_initial_centroids[KMeans-array-like-1] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_init_auto_with_initial_centroids[MiniBatchKMeans-k-means++-1] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_init_auto_with_initial_centroids[MiniBatchKMeans-random-default] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_init_auto_with_initial_centroids[MiniBatchKMeans--default] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_init_auto_with_initial_centroids[MiniBatchKMeans-array-like-1] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_fortran_aligned_data[42-KMeans] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_fortran_aligned_data[42-MiniBatchKMeans] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_kmeans_verbose PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_verbose[0.01-lloyd] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_verbose[0.01-elkan] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_verbose[0-lloyd] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_verbose[0-elkan] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_kmeans_warning_init_size PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_warning_n_init_precomputed_centers[KMeans] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_warning_n_init_precomputed_centers[MiniBatchKMeans] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_sensible_reassign[42] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_reassign[42-dense] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_reassign[42-sparse_matrix] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_reassign[42-sparse_array] PASSED 252s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_minibatch_with_many_reassignments Init 1/1 with method k-means++ 252s Inertia for init 1/1: 0.0 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 1/1000: mean batch inertia: 0.0 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 2/1000: mean batch inertia: 0.3080566660299014, ewa inertia: 0.3080566660299014 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 3/1000: mean batch inertia: 0.0, ewa inertia: 0.24705534602398033 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 4/1000: mean batch inertia: 0.186974938046355, ewa inertia: 0.23515823553336146 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 5/1000: mean batch inertia: 0.17171937800139067, ewa inertia: 0.2225960855270306 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 6/1000: mean batch inertia: 0.049817260591626965, ewa inertia: 0.18838245682695068 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 7/1000: mean batch inertia: 0.0, ewa inertia: 0.1510790000295347 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 8/1000: mean batch inertia: 0.1542664193584458, ewa inertia: 0.15171017217387356 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 9/1000: mean batch inertia: 0.06856285304819812, ewa inertia: 0.135245356505423 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 10/1000: mean batch inertia: 0.0, ewa inertia: 0.10846409779147785 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 11/1000: mean batch inertia: 0.4318234426040357, ewa inertia: 0.17249565121970714 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 12/1000: mean batch inertia: 0.13429458644970244, ewa inertia: 0.1649310839385181 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 13/1000: mean batch inertia: 0.007648598714107941, ewa inertia: 0.13378603735942698 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 14/1000: mean batch inertia: 0.27290926989176373, ewa inertia: 0.16133519231632537 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 15/1000: mean batch inertia: 0.26804839351201176, ewa inertia: 0.18246651928576824 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 16/1000: mean batch inertia: 0.4901406248182324, ewa inertia: 0.24339208473774132 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 17/1000: mean batch inertia: 0.10111390241543201, ewa inertia: 0.21521818724817512 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 18/1000: mean batch inertia: 0.04132010037669032, ewa inertia: 0.18078292252114844 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 19/1000: mean batch inertia: 0.28877933278431545, ewa inertia: 0.202168350296033 252s [MiniBatchKMeans] Reassigning 5 cluster centers. 252s Minibatch step 20/1000: mean batch inertia: 0.21754968154408685, ewa inertia: 0.20521415846396446 252s Converged (lack of improvement in inertia) at step 20/1000 252s PASSED 253s 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SKIPPED 253s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_predict[float32-42-2-KMeans-lloyd-sparse_matrix] SKIPPED 253s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_predict[float32-42-2-KMeans-lloyd-sparse_array] SKIPPED 253s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_predict[float32-42-2-KMeans-elkan-dense] SKIPPED 253s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_predict[float32-42-2-KMeans-elkan-sparse_matrix] SKIPPED 253s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_predict[float32-42-2-KMeans-elkan-sparse_array] SKIPPED 253s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_k_means.py::test_kmeans_predict[float32-42-2-MiniBatchKMeans-None-dense] SKIPPED 253s 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../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_dbscan_optics_parity[float64-csr_array-euclidean-20-0.3] PASSED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_dbscan_optics_parity[float64-csr_array-euclidean-20-0.5] PASSED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_min_samples_edge_case[float32] SKIPPED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_min_samples_edge_case[float64] PASSED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_min_cluster_size[float32-2] SKIPPED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_min_cluster_size[float64-2] PASSED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_min_cluster_size_invalid2[csr_matrix] PASSED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_min_cluster_size_invalid2[csr_array] PASSED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_processing_order PASSED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_compare_to_ELKI PASSED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_extract_dbscan[float32] SKIPPED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_extract_dbscan[float64] PASSED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_precomputed_dists[float32-None] SKIPPED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_precomputed_dists[float32-csr_matrix] SKIPPED 270s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_precomputed_dists[float32-csr_array] SKIPPED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_precomputed_dists[float64-None] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_precomputed_dists[float64-csr_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_precomputed_dists[float64-csr_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_optics.py::test_optics_predecessor_correction_ordering PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[kmeans-arpack-csr_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[kmeans-arpack-csr_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[kmeans-lobpcg-csr_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[kmeans-lobpcg-csr_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[discretize-arpack-csr_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[discretize-arpack-csr_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[discretize-lobpcg-csr_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[discretize-lobpcg-csr_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[cluster_qr-arpack-csr_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[cluster_qr-arpack-csr_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[cluster_qr-lobpcg-csr_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering[cluster_qr-lobpcg-csr_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering_sparse[kmeans-coo_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering_sparse[kmeans-coo_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering_sparse[discretize-coo_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering_sparse[discretize-coo_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering_sparse[cluster_qr-coo_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering_sparse[cluster_qr-coo_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_affinities PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_cluster_qr PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_cluster_qr_permutation_invariance PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_discretize[50-coo_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_discretize[50-coo_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_discretize[100-coo_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_discretize[100-coo_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_discretize[150-coo_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_discretize[150-coo_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_discretize[500-coo_matrix] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_discretize[500-coo_array] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering_with_arpack_amg_solvers PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_n_components PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_verbose[kmeans] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_verbose[discretize] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_verbose[cluster_qr] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering_np_matrix_raises PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py::test_spectral_clustering_not_infinite_loop SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s SVD did not converge, randomizing and trying again 271s PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_tuple_transformers_parameter PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_dataframe[dataframe] SKIPPED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_dataframe[polars] SKIPPED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[False-list-pandas] SKIPPED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[False-list-numpy] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[False-bool-pandas] SKIPPED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[False-bool-numpy] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[False-bool_int-pandas] SKIPPED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[False-bool_int-numpy] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[True-list-pandas] SKIPPED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[True-list-numpy] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[True-bool-pandas] SKIPPED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[True-bool-numpy] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[True-bool_int-pandas] SKIPPED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_empty_columns[True-bool_int-numpy] PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_output_indices PASSED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_output_indices_df SKIPPED 271s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_sparse_array[csr_matrix] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_sparse_array[csr_array] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_list PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_sparse_stacking[csr_matrix] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_sparse_stacking[csr_array] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_mixed_cols_sparse PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_sparse_threshold PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_error_msg_1D PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_2D_transformer_output PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_2D_transformer_output_pandas SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_invalid_columns[drop] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_invalid_columns[passthrough] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_invalid_transformer PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_make_column_transformer PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_make_column_transformer_pandas SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_make_column_transformer_kwargs PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_make_column_transformer_remainder_transformer PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_get_set_params PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_named_estimators PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_cloning PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_get_feature_names PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_special_strings PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_numpy[key0] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_numpy[key1] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_numpy[key2] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_numpy[key3] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_pandas[key0] SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_pandas[key1] SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_pandas[key2] SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_pandas[key3] SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_pandas[pd-index] SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_pandas[key5] SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_pandas[key6] SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_pandas[key7] SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_pandas[key8] SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_transformer[key0] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_transformer[key1] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_transformer[key2] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_remainder_transformer[key3] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_no_remaining_remainder_transformer PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_drops_all_remainder_transformer PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_sparse_remainder_transformer[csr_matrix] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_sparse_remainder_transformer[csr_array] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_drop_all_sparse_remainder_transformer[csr_matrix] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_drop_all_sparse_remainder_transformer[csr_array] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_get_set_params_with_remainder PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_no_estimators PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit-est0-\\[ColumnTransformer\\].*\\(1 of 3\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 3\\) Processing trans2.* total=.*\\n\\[ColumnTransformer\\].*\\(3 of 3\\) Processing remainder.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit-est1-\\[ColumnTransformer\\].*\\(1 of 3\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 3\\) Processing trans2.* total=.*\\n\\[ColumnTransformer\\].*\\(3 of 3\\) Processing remainder.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit-est2-\\[ColumnTransformer\\].*\\(1 of 2\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 2\\) Processing remainder.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit-est3-\\[ColumnTransformer\\].*\\(1 of 3\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 3\\) Processing trans2.* total=.*\\n\\[ColumnTransformer\\].*\\(3 of 3\\) Processing remainder.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit-est4-\\[ColumnTransformer\\].*\\(1 of 2\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 2\\) Processing remainder.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit-est5-\\[ColumnTransformer\\].*\\(1 of 2\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 2\\) Processing trans2.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit-est6-\\[ColumnTransformer\\].*\\(1 of 1\\) Processing trans1.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit_transform-est0-\\[ColumnTransformer\\].*\\(1 of 3\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 3\\) Processing trans2.* total=.*\\n\\[ColumnTransformer\\].*\\(3 of 3\\) Processing remainder.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit_transform-est1-\\[ColumnTransformer\\].*\\(1 of 3\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 3\\) Processing trans2.* total=.*\\n\\[ColumnTransformer\\].*\\(3 of 3\\) Processing remainder.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit_transform-est2-\\[ColumnTransformer\\].*\\(1 of 2\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 2\\) Processing remainder.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit_transform-est3-\\[ColumnTransformer\\].*\\(1 of 3\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 3\\) Processing trans2.* total=.*\\n\\[ColumnTransformer\\].*\\(3 of 3\\) Processing remainder.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit_transform-est4-\\[ColumnTransformer\\].*\\(1 of 2\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 2\\) Processing remainder.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit_transform-est5-\\[ColumnTransformer\\].*\\(1 of 2\\) Processing trans1.* total=.*\\n\\[ColumnTransformer\\].*\\(2 of 2\\) Processing trans2.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_verbose[fit_transform-est6-\\[ColumnTransformer\\].*\\(1 of 1\\) Processing trans1.* total=.*\\n$] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_no_estimators_set_params PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_callable_specifier PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_callable_specifier_dataframe SKIPPED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_negative_column_indexes PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_mask_indexing[asarray] PASSED 272s ../../../usr/lib/python3/dist-packages/sklearn/compose/tests/test_column_transformer.py::test_column_transformer_mask_indexing[csr_matrix] PASSED 272s 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PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_openml.py::test_fetch_openml_verify_checksum[True-liac-arff] SKIPPED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_openml.py::test_fetch_openml_verify_checksum[False-liac-arff] PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_openml.py::test_fetch_openml_verify_checksum[True-pandas] SKIPPED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_openml.py::test_fetch_openml_verify_checksum[False-pandas] SKIPPED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_openml.py::test_open_openml_url_retry_on_network_error PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_openml.py::test_fetch_openml_with_ignored_feature[liac-arff-True] PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_openml.py::test_fetch_openml_with_ignored_feature[liac-arff-False] PASSED 280s 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classes.] PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_classification_weights_type[weights4-ValueError-Weights specified but incompatible with number of classes.] PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_classification_weights_array_or_list_ok[kwargs0] PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_classification_weights_array_or_list_ok[kwargs1] PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_multilabel_classification_return_sequences PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_multilabel_classification_return_indicator PASSED 280s 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../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_sparse_spd_matrix[42-lil-True] PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_sparse_spd_matrix[42-lil-False] PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_sparse_spd_matrix_deprecation_warning PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_swiss_roll[False] PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_swiss_roll[True] PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_s_curve PASSED 280s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_samples_generator.py::test_make_biclusters PASSED 280s 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281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_matrix-41-13-0.1] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_matrix-41-13-0.5] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_matrix-41-13-0.99] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_matrix-41-13-1] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_matrix-41-101-0] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_matrix-41-101-0.1] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_matrix-41-101-0.5] 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PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_array-2-101-0] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_array-2-101-0.1] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_array-2-101-0.5] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_array-2-101-0.99] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_array-2-101-1] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_array-7-13-0] PASSED 281s ../../../usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py::test_load_with_offsets[csr_array-7-13-0.1] PASSED 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../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_sparse[csc_matrix] PASSED 299s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_sparse[csc_array] PASSED 299s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_sparse[csr_matrix] PASSED 299s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_sparse[csr_array] PASSED 299s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_sparse[lil_matrix] PASSED 299s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_sparse[lil_array] PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_check_projection PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_inverse PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_validation PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_n_samples_equal_n_components PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_n_components_none PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_set_params PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_num_features_change PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_batch_signs PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_batch_values PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_batch_rank PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_partial_fit PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_against_pca_iris PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_against_pca_random_data PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_explained_variances PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_singular_values PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_whitening PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_partial_fit_float_division PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_fit_overflow_error PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_incremental_pca.py::test_incremental_pca_feature_names_out PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_invalid_parameters PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_consistent_transform PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_deterministic_output PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_sparse[csr_matrix] PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_sparse[csr_array] PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_linear_kernel[4-auto] PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_linear_kernel[4-dense] PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_linear_kernel[4-arpack] PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_linear_kernel[4-randomized] PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_linear_kernel[10-auto] PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_linear_kernel[10-dense] PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_linear_kernel[10-arpack] PASSED 300s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_linear_kernel[10-randomized] PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_n_components PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_remove_zero_eig PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_leave_zero_eig PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_precomputed PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_precomputed_non_symmetric[auto] PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_precomputed_non_symmetric[dense] PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_precomputed_non_symmetric[arpack] PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_precomputed_non_symmetric[randomized] PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_gridsearch_pipeline PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_gridsearch_pipeline_precomputed PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_nested_circles PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_conditioning PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_precomputed_kernel_not_psd[auto] PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_precomputed_kernel_not_psd[dense] PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_precomputed_kernel_not_psd[arpack] PASSED 301s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_precomputed_kernel_not_psd[randomized] PASSED 302s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_solvers_equivalence[4] PASSED 303s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_solvers_equivalence[10] PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_solvers_equivalence[20] PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_inverse_transform_reconstruction PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_raise_not_fitted_error PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_32_64_decomposition_shape PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_feature_names_out PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_inverse_correct_gamma PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_kernel_pca.py::test_kernel_pca_pandas_output SKIPPED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_convergence_warning[NMF-solver0] PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_convergence_warning[NMF-solver1] PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_convergence_warning[MiniBatchNMF-solver2] PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_initialize_nn_output PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_parameter_checking PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_initialize_close PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_initialize_variants PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-None-NMF-solver0] PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-None-NMF-solver1] PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-None-MiniBatchNMF-solver2] PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-nndsvd-NMF-solver0] PASSED 304s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-nndsvd-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-nndsvd-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-nndsvda-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-nndsvda-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-nndsvda-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-nndsvdar-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-nndsvdar-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-nndsvdar-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-random-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-random-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-0.0-random-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-None-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-None-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-None-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-nndsvd-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-nndsvd-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-nndsvd-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-nndsvda-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-nndsvda-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-nndsvda-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-nndsvdar-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-nndsvdar-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-nndsvdar-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-random-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-random-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[0.0-1.0-random-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-None-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-None-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-None-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-nndsvd-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-nndsvd-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-nndsvd-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-nndsvda-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-nndsvda-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-nndsvda-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-nndsvdar-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-nndsvdar-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-nndsvdar-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-random-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-random-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-0.0-random-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-None-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-None-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-None-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-nndsvd-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-nndsvd-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-nndsvd-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-nndsvda-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-nndsvda-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-nndsvda-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-nndsvdar-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-nndsvdar-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-nndsvdar-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-random-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-random-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[1.0-1.0-random-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-None-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-None-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-None-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-nndsvd-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-nndsvd-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-nndsvd-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-nndsvda-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-nndsvda-NMF-solver1] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-nndsvda-MiniBatchNMF-solver2] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-nndsvdar-NMF-solver0] PASSED 305s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-nndsvdar-NMF-solver1] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-nndsvdar-MiniBatchNMF-solver2] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-random-NMF-solver0] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-random-NMF-solver1] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-0.0-random-MiniBatchNMF-solver2] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-None-NMF-solver0] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-None-NMF-solver1] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-None-MiniBatchNMF-solver2] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-nndsvd-NMF-solver0] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-nndsvd-NMF-solver1] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-nndsvd-MiniBatchNMF-solver2] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-nndsvda-NMF-solver0] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-nndsvda-NMF-solver1] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-nndsvda-MiniBatchNMF-solver2] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-nndsvdar-NMF-solver0] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-nndsvdar-NMF-solver1] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-nndsvdar-MiniBatchNMF-solver2] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-random-NMF-solver0] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-random-NMF-solver1] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_nn_output[same-1.0-random-MiniBatchNMF-solver2] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_close[NMF-solver0] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_close[NMF-solver1] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_fit_close[MiniBatchNMF-solver2] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_true_reconstruction PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_transform[cd] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_transform[mu] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_minibatch_nmf_transform PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_transform_custom_init[NMF-solver0] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_transform_custom_init[NMF-solver1] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_transform_custom_init[MiniBatchNMF-solver2] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_inverse_transform[cd] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_inverse_transform[mu] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_mbnmf_inverse_transform PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_n_components_greater_n_features[NMF] PASSED 306s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_n_components_greater_n_features[MiniBatchNMF] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csc_matrix-NMF-solver0] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csc_matrix-NMF-solver1] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csc_matrix-MiniBatchNMF-solver2] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csc_array-NMF-solver0] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csc_array-NMF-solver1] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csc_array-MiniBatchNMF-solver2] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csr_matrix-NMF-solver0] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csr_matrix-NMF-solver1] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csr_matrix-MiniBatchNMF-solver2] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csr_array-NMF-solver0] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csr_array-NMF-solver1] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-0.0-csr_array-MiniBatchNMF-solver2] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csc_matrix-NMF-solver0] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csc_matrix-NMF-solver1] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csc_matrix-MiniBatchNMF-solver2] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csc_array-NMF-solver0] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csc_array-NMF-solver1] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csc_array-MiniBatchNMF-solver2] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csr_matrix-NMF-solver0] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csr_matrix-NMF-solver1] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csr_matrix-MiniBatchNMF-solver2] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csr_array-NMF-solver0] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csr_array-NMF-solver1] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[0.0-1.0-csr_array-MiniBatchNMF-solver2] PASSED 307s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csc_matrix-NMF-solver0] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csc_matrix-NMF-solver1] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csc_matrix-MiniBatchNMF-solver2] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csc_array-NMF-solver0] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csc_array-NMF-solver1] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csc_array-MiniBatchNMF-solver2] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csr_matrix-NMF-solver0] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csr_matrix-NMF-solver1] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csr_matrix-MiniBatchNMF-solver2] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csr_array-NMF-solver0] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csr_array-NMF-solver1] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-0.0-csr_array-MiniBatchNMF-solver2] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csc_matrix-NMF-solver0] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csc_matrix-NMF-solver1] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csc_matrix-MiniBatchNMF-solver2] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csc_array-NMF-solver0] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csc_array-NMF-solver1] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csc_array-MiniBatchNMF-solver2] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csr_matrix-NMF-solver0] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csr_matrix-NMF-solver1] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csr_matrix-MiniBatchNMF-solver2] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csr_array-NMF-solver0] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csr_array-NMF-solver1] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[1.0-1.0-csr_array-MiniBatchNMF-solver2] PASSED 308s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csc_matrix-NMF-solver0] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csc_matrix-NMF-solver1] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csc_matrix-MiniBatchNMF-solver2] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csc_array-NMF-solver0] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csc_array-NMF-solver1] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csc_array-MiniBatchNMF-solver2] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csr_matrix-NMF-solver0] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csr_matrix-NMF-solver1] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csr_matrix-MiniBatchNMF-solver2] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csr_array-NMF-solver0] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csr_array-NMF-solver1] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-0.0-csr_array-MiniBatchNMF-solver2] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csc_matrix-NMF-solver0] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csc_matrix-NMF-solver1] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csc_matrix-MiniBatchNMF-solver2] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csc_array-NMF-solver0] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csc_array-NMF-solver1] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csc_array-MiniBatchNMF-solver2] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csr_matrix-NMF-solver0] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csr_matrix-NMF-solver1] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csr_matrix-MiniBatchNMF-solver2] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csr_array-NMF-solver0] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csr_array-NMF-solver1] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_input[same-1.0-csr_array-MiniBatchNMF-solver2] PASSED 309s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_transform[csc_matrix-NMF-solver0] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_transform[csc_matrix-NMF-solver1] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_transform[csc_matrix-MiniBatchNMF-solver2] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_transform[csc_array-NMF-solver0] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_transform[csc_array-NMF-solver1] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_sparse_transform[csc_array-MiniBatchNMF-solver2] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-0.0-cd-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-0.0-cd-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-0.0-mu-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-0.0-mu-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-1.0-cd-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-1.0-cd-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-1.0-mu-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-1.0-mu-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-0.0-cd-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-0.0-cd-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-0.0-mu-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-0.0-mu-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-1.0-cd-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-1.0-cd-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-1.0-mu-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-1.0-mu-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[same-0.0-cd-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[same-0.0-cd-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[same-0.0-mu-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[same-0.0-mu-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[same-1.0-cd-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[same-1.0-cd-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[same-1.0-mu-random] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[same-1.0-mu-nndsvd] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_non_negative_factorization_checking PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_beta_divergence[csr_matrix] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_beta_divergence[csr_array] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_special_sparse_dot[csr_matrix] PASSED 310s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_special_sparse_dot[csr_array] PASSED 311s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_multiplicative_update_sparse[csr_matrix] PASSED 311s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_multiplicative_update_sparse[csr_array] PASSED 311s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_negative_beta_loss[csr_matrix] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_negative_beta_loss[csr_array] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_minibatch_nmf_negative_beta_loss[-0.5] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_minibatch_nmf_negative_beta_loss[0.0] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_regularization[NMF-solver0] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_regularization[NMF-solver1] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_regularization[MiniBatchNMF-solver2] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_decreasing[cd] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_decreasing[mu] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_underflow PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[NMF-solver0-float32-float32] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[NMF-solver0-float64-float64] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[NMF-solver0-int32-float64] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[NMF-solver0-int64-float64] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[NMF-solver1-float32-float32] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[NMF-solver1-float64-float64] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[NMF-solver1-int32-float64] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[NMF-solver1-int64-float64] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[MiniBatchNMF-solver2-float32-float32] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[MiniBatchNMF-solver2-float64-float64] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[MiniBatchNMF-solver2-int32-float64] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_dtype_match[MiniBatchNMF-solver2-int64-float64] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_float32_float64_consistency[NMF-solver0] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_float32_float64_consistency[NMF-solver1] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_float32_float64_consistency[MiniBatchNMF-solver2] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_custom_init_dtype_error[NMF] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_custom_init_dtype_error[MiniBatchNMF] PASSED 312s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_minibatchnmf_equivalence[-0.5] PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_minibatchnmf_equivalence[0] PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_minibatchnmf_equivalence[0.5] PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_minibatchnmf_equivalence[1] PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_minibatchnmf_equivalence[1.5] PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_minibatchnmf_equivalence[2] PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_minibatchnmf_equivalence[2.5] PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_minibatch_nmf_partial_fit PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_feature_names_out PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_minibatch_nmf_verbose PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_NMF_inverse_transform_W_deprecation PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_n_components_auto[NMF] PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_n_components_auto[MiniBatchNMF] PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_non_negative_factorization_n_components_auto PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_n_components_default_value_warning PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_n_components_auto_no_h_update PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_w_h_not_used_warning PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_nmf.py::test_nmf_custom_init_shape_error PASSED 313s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_online_lda.py::test_lda_default_prior_params[csr_matrix] PASSED 313s 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../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_online_lda.py::test_lda_multi_jobs[online-csr_matrix] PASSED 315s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_online_lda.py::test_lda_multi_jobs[online-csr_array] PASSED 315s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_online_lda.py::test_lda_multi_jobs[batch-csr_matrix] PASSED 315s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_online_lda.py::test_lda_multi_jobs[batch-csr_array] PASSED 315s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_online_lda.py::test_lda_partial_fit_multi_jobs[csr_matrix] PASSED 315s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_online_lda.py::test_lda_partial_fit_multi_jobs[csr_array] PASSED 315s ../../../usr/lib/python3/dist-packages/sklearn/decomposition/tests/test_online_lda.py::test_lda_preplexity_mismatch PASSED 315s 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../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_regression[1000-8-20-gamma-1] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_regression[1000-8-20-gamma-2] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_regression[1000-8-20-gamma-3] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_regression[1000-8-20-gamma-4] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[255-4096-1-0] SKIPPED 347s 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../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[255-4096-20-1] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[255-4096-20-2] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[255-4096-20-3] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[255-4096-20-4] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[1000-8-1-0] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[1000-8-1-1] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[1000-8-1-2] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[1000-8-1-3] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[1000-8-1-4] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[1000-8-20-0] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[1000-8-20-1] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[1000-8-20-2] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[1000-8-20-3] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_classification[1000-8-20-4] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[255-4096-1-0] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[255-4096-1-1] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[255-4096-1-2] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[255-4096-1-3] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[255-4096-1-4] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[255-4096-20-0] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[255-4096-20-1] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[255-4096-20-2] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[255-4096-20-3] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[255-4096-20-4] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[10000-8-1-0] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[10000-8-1-1] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[10000-8-1-2] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[10000-8-1-3] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[10000-8-1-4] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[10000-8-20-0] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[10000-8-20-1] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[10000-8-20-2] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[10000-8-20-3] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py::test_same_predictions_multiclass_classification[10000-8-20-4] SKIPPED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_init_parameters_validation[params0-Interaction constraints must be a sequence of tuples or lists-HistGradientBoostingClassifier-X0-y0] PASSED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_init_parameters_validation[params0-Interaction constraints must be a sequence of tuples or lists-HistGradientBoostingRegressor-X1-y1] PASSED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_init_parameters_validation[params1-Interaction constraints must consist of integer indices in \\[0, n_features - 1\\] = \\[.*\\], specifying the position of features,-HistGradientBoostingClassifier-X0-y0] PASSED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_init_parameters_validation[params1-Interaction constraints must consist of integer indices in \\[0, n_features - 1\\] = \\[.*\\], specifying the position of features,-HistGradientBoostingRegressor-X1-y1] PASSED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_init_parameters_validation[params2-Interaction constraints must consist of integer indices in \\[0, n_features - 1\\] = \\[.*\\], specifying the position of features,-HistGradientBoostingClassifier-X0-y0] PASSED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_init_parameters_validation[params2-Interaction constraints must consist of integer indices in \\[0, n_features - 1\\] = \\[.*\\], specifying the position of features,-HistGradientBoostingRegressor-X1-y1] PASSED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_init_parameters_validation[params3-Interaction constraints must consist of integer indices in \\[0, n_features - 1\\] = \\[.*\\], specifying the position of features,-HistGradientBoostingClassifier-X0-y0] PASSED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_init_parameters_validation[params3-Interaction constraints must consist of integer indices in \\[0, n_features - 1\\] = \\[.*\\], specifying the position of features,-HistGradientBoostingRegressor-X1-y1] PASSED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_regression[neg_mean_squared_error-0.1-True-5-1e-07] Binning 0.000 GB of training data: 0.006 s 347s Binning 0.000 GB of validation data: 0.000 s 347s Fitting gradient boosted rounds: 347s [1/200] 1 tree, 7 leaves, max depth = 5, train score: -15358.35025, val score: -6300.43824, in 0.003s 347s [2/200] 1 tree, 7 leaves, max depth = 5, train score: -13104.32978, val score: -6325.97255, in 0.003s 347s [3/200] 1 tree, 7 leaves, max depth = 5, train score: -11252.30542, val score: -6765.47467, in 0.003s 347s [4/200] 1 tree, 7 leaves, max depth = 3, train score: -9548.42871, val score: -5946.55057, in 0.002s 347s [5/200] 1 tree, 7 leaves, max depth = 3, train score: -8160.71607, val score: -5801.44392, in 0.002s 347s [6/200] 1 tree, 7 leaves, max depth = 4, train score: -6949.30177, val score: -5990.06510, in 0.002s 347s [7/200] 1 tree, 8 leaves, max depth = 4, train score: -5938.95550, val score: -5747.35047, in 0.003s 347s [8/200] 1 tree, 7 leaves, max depth = 4, train score: -5092.70049, val score: -5925.64796, in 0.002s 347s [9/200] 1 tree, 8 leaves, max depth = 4, train score: -4329.60640, val score: -5712.24723, in 0.003s 347s [10/200] 1 tree, 7 leaves, max depth = 3, train score: -3676.44803, val score: -5252.01430, in 0.002s 347s [11/200] 1 tree, 8 leaves, max depth = 4, train score: -3151.21069, val score: -5136.32086, in 0.003s 347s [12/200] 1 tree, 7 leaves, max depth = 6, train score: -2731.24118, val score: -5803.57996, in 0.003s 347s [13/200] 1 tree, 7 leaves, max depth = 3, train score: -2356.13319, val score: -5624.49048, in 0.002s 347s [14/200] 1 tree, 7 leaves, max depth = 3, train score: -2005.31881, val score: -5318.04851, in 0.002s 347s [15/200] 1 tree, 7 leaves, max depth = 6, train score: -1749.05965, val score: -5602.46345, in 0.003s 347s [16/200] 1 tree, 8 leaves, max depth = 4, train score: -1505.55297, val score: -5569.02553, in 0.003s 347s Fit 16 trees in 0.050 s, (116 total leaves) 347s Time spent computing histograms: 0.009s 347s Time spent finding best splits: 0.005s 347s Time spent applying splits: 0.003s 347s Time spent predicting: 0.000s 347s PASSED 347s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_regression[neg_mean_squared_error-None-True-5-0.1] Binning 0.000 GB of training data: 0.006 s 347s Fitting gradient boosted rounds: 347s [1/200] 1 tree, 8 leaves, max depth = 4, train score: -14225.47693, in 0.003s 347s [2/200] 1 tree, 8 leaves, max depth = 4, train score: -12176.96503, in 0.002s 347s [3/200] 1 tree, 8 leaves, max depth = 4, train score: -10249.37480, in 0.002s 347s [4/200] 1 tree, 8 leaves, max depth = 4, train score: -8688.02670, in 0.002s 347s [5/200] 1 tree, 8 leaves, max depth = 4, train score: -7478.47398, in 0.002s 347s [6/200] 1 tree, 7 leaves, max depth = 4, train score: -6428.70959, in 0.002s 347s [7/200] 1 tree, 7 leaves, max depth = 5, train score: -5483.47343, in 0.002s 347s [8/200] 1 tree, 8 leaves, max depth = 4, train score: -4676.16481, in 0.002s 347s [9/200] 1 tree, 7 leaves, max depth = 5, train score: -4027.81069, in 0.002s 347s [10/200] 1 tree, 8 leaves, max depth = 6, train score: -3479.43963, in 0.002s 347s [11/200] 1 tree, 8 leaves, max depth = 5, train score: -3033.81730, in 0.002s 347s [12/200] 1 tree, 8 leaves, max depth = 7, train score: -2650.46139, in 0.002s 347s [13/200] 1 tree, 8 leaves, max depth = 5, train score: -2311.20825, in 0.002s 347s [14/200] 1 tree, 8 leaves, max depth = 4, train score: -1991.69147, in 0.003s 347s [15/200] 1 tree, 7 leaves, max depth = 5, train score: -1744.11691, in 0.002s 347s [16/200] 1 tree, 8 leaves, max depth = 5, train score: -1538.03353, in 0.002s 347s [17/200] 1 tree, 8 leaves, max depth = 4, train score: -1333.36533, in 0.002s 347s [18/200] 1 tree, 7 leaves, max depth = 5, train score: -1176.11817, in 0.002s 347s [19/200] 1 tree, 8 leaves, max depth = 5, train score: -1044.90030, in 0.002s 347s [20/200] 1 tree, 9 leaves, max depth = 5, train score: -911.89338, in 0.002s 347s [21/200] 1 tree, 9 leaves, max depth = 6, train score: -800.92275, in 0.002s 347s [22/200] 1 tree, 8 leaves, max depth = 5, train score: -716.89535, in 0.002s 347s [23/200] 1 tree, 7 leaves, max depth = 6, train score: -654.42760, in 0.002s 347s [24/200] 1 tree, 9 leaves, max depth = 6, train score: -579.73365, in 0.002s 347s [25/200] 1 tree, 8 leaves, max depth = 5, train score: -515.78194, in 0.002s 347s [26/200] 1 tree, 8 leaves, max depth = 5, train score: -459.32122, in 0.002s 347s [27/200] 1 tree, 8 leaves, max depth = 5, train score: -409.24650, in 0.002s 347s [28/200] 1 tree, 9 leaves, max depth = 6, train score: -367.47790, in 0.002s 347s [29/200] 1 tree, 8 leaves, max depth = 5, train score: -335.66521, in 0.002s 347s [30/200] 1 tree, 9 leaves, max depth = 5, train score: -297.76401, in 0.002s 347s [31/200] 1 tree, 8 leaves, max depth = 6, train score: -272.96701, in 0.002s 347s [32/200] 1 tree, 9 leaves, max depth = 6, train score: -248.19832, in 0.003s 347s [33/200] 1 tree, 9 leaves, max depth = 7, train score: -225.81113, in 0.002s 347s [34/200] 1 tree, 8 leaves, max depth = 5, train score: -205.90128, in 0.002s 347s [35/200] 1 tree, 8 leaves, max depth = 5, train score: -189.92080, in 0.002s 347s [36/200] 1 tree, 8 leaves, max depth = 7, train score: -176.85519, in 0.002s 347s [37/200] 1 tree, 9 leaves, max depth = 6, train score: -163.84071, in 0.003s 347s [38/200] 1 tree, 8 leaves, max depth = 7, train score: -150.32988, in 0.003s 347s [39/200] 1 tree, 8 leaves, max depth = 5, train score: -139.70658, in 0.002s 347s [40/200] 1 tree, 7 leaves, max depth = 4, train score: -129.94358, in 0.002s 347s [41/200] 1 tree, 8 leaves, max depth = 6, train score: -121.59335, in 0.002s 347s [42/200] 1 tree, 8 leaves, max depth = 6, train score: -111.89196, in 0.002s 347s [43/200] 1 tree, 8 leaves, max depth = 7, train score: -104.45571, in 0.003s 347s [44/200] 1 tree, 9 leaves, max depth = 6, train score: -97.88336, in 0.003s 347s [45/200] 1 tree, 8 leaves, max depth = 7, train score: -90.87299, in 0.002s 347s [46/200] 1 tree, 7 leaves, max depth = 6, train score: -85.43359, in 0.002s 347s [47/200] 1 tree, 8 leaves, max depth = 6, train score: -80.05618, in 0.002s 347s [48/200] 1 tree, 8 leaves, max depth = 7, train score: -74.68913, in 0.002s 347s [49/200] 1 tree, 8 leaves, max depth = 7, train score: -70.65725, in 0.002s 347s [50/200] 1 tree, 9 leaves, max depth = 7, train score: -65.66765, in 0.003s 347s [51/200] 1 tree, 9 leaves, max depth = 7, train score: -59.75878, in 0.003s 347s [52/200] 1 tree, 9 leaves, max depth = 7, train score: -56.10258, in 0.003s 347s [53/200] 1 tree, 7 leaves, max depth = 5, train score: -51.34178, in 0.002s 347s [54/200] 1 tree, 9 leaves, max depth = 8, train score: -47.82090, in 0.003s 347s [55/200] 1 tree, 9 leaves, max depth = 6, train score: -42.45177, in 0.003s 347s [56/200] 1 tree, 9 leaves, max depth = 7, train score: -39.48291, in 0.003s 347s [57/200] 1 tree, 8 leaves, max depth = 6, train score: -36.44386, in 0.002s 347s [58/200] 1 tree, 8 leaves, max depth = 6, train score: -34.28559, in 0.002s 347s [59/200] 1 tree, 8 leaves, max depth = 7, train score: -31.95874, in 0.002s 347s [60/200] 1 tree, 9 leaves, max depth = 6, train score: -29.25862, in 0.002s 347s [61/200] 1 tree, 9 leaves, max depth = 7, train score: -27.72101, in 0.003s 347s [62/200] 1 tree, 8 leaves, max depth = 7, train score: -26.30325, in 0.002s 347s [63/200] 1 tree, 9 leaves, max depth = 7, train score: -24.65700, in 0.003s 347s [64/200] 1 tree, 8 leaves, max depth = 7, train score: -23.47527, in 0.003s 347s [65/200] 1 tree, 8 leaves, max depth = 7, train score: -22.14954, in 0.002s 347s [66/200] 1 tree, 8 leaves, max depth = 7, train score: -21.11851, in 0.003s 347s [67/200] 1 tree, 9 leaves, max depth = 7, train score: -19.91447, in 0.002s 347s [68/200] 1 tree, 8 leaves, max depth = 7, train score: -18.78488, in 0.002s 348s [69/200] 1 tree, 9 leaves, max depth = 8, train score: -17.74892, in 0.004s 348s [70/200] 1 tree, 7 leaves, max depth = 6, train score: -17.00395, in 0.002s 348s [71/200] 1 tree, 9 leaves, max depth = 8, train score: -16.01575, in 0.003s 348s [72/200] 1 tree, 8 leaves, max depth = 6, train score: -15.10901, in 0.002s 348s [73/200] 1 tree, 8 leaves, max depth = 6, train score: -14.44367, in 0.002s 348s [74/200] 1 tree, 9 leaves, max depth = 7, train score: -13.62321, in 0.003s 348s [75/200] 1 tree, 8 leaves, max depth = 7, train score: -12.96723, in 0.002s 348s [76/200] 1 tree, 8 leaves, max depth = 6, train score: -12.43202, in 0.002s 348s [77/200] 1 tree, 9 leaves, max depth = 7, train score: -11.79314, in 0.002s 348s [78/200] 1 tree, 8 leaves, max depth = 6, train score: -11.23240, in 0.002s 348s [79/200] 1 tree, 10 leaves, max depth = 8, train score: -10.68134, in 0.003s 348s [80/200] 1 tree, 9 leaves, max depth = 7, train score: -10.15603, in 0.003s 348s [81/200] 1 tree, 9 leaves, max depth = 7, train score: -9.64009, in 0.003s 348s [82/200] 1 tree, 8 leaves, max depth = 6, train score: -9.21361, in 0.003s 348s [83/200] 1 tree, 9 leaves, max depth = 7, train score: -8.73431, in 0.003s 348s [84/200] 1 tree, 8 leaves, max depth = 7, train score: -8.33448, in 0.002s 348s [85/200] 1 tree, 9 leaves, max depth = 6, train score: -7.99919, in 0.003s 348s [86/200] 1 tree, 8 leaves, max depth = 7, train score: -7.62291, in 0.003s 348s [87/200] 1 tree, 9 leaves, max depth = 7, train score: -7.26931, in 0.003s 348s [88/200] 1 tree, 9 leaves, max depth = 7, train score: -6.92953, in 0.003s 348s [89/200] 1 tree, 9 leaves, max depth = 6, train score: -6.55974, in 0.003s 348s [90/200] 1 tree, 9 leaves, max depth = 8, train score: -6.26552, in 0.003s 348s [91/200] 1 tree, 9 leaves, max depth = 7, train score: -6.02406, in 0.003s 348s [92/200] 1 tree, 8 leaves, max depth = 7, train score: -5.76306, in 0.002s 348s [93/200] 1 tree, 8 leaves, max depth = 6, train score: -5.53783, in 0.002s 348s [94/200] 1 tree, 8 leaves, max depth = 7, train score: -5.29419, in 0.002s 348s [95/200] 1 tree, 9 leaves, max depth = 7, train score: -5.05433, in 0.003s 348s [96/200] 1 tree, 9 leaves, max depth = 7, train score: -4.82937, in 0.003s 348s [97/200] 1 tree, 9 leaves, max depth = 7, train score: -4.62345, in 0.003s 348s [98/200] 1 tree, 8 leaves, max depth = 7, train score: -4.43211, in 0.003s 348s [99/200] 1 tree, 9 leaves, max depth = 7, train score: -4.23661, in 0.003s 348s [100/200] 1 tree, 9 leaves, max depth = 6, train score: -4.03495, in 0.002s 348s [101/200] 1 tree, 8 leaves, max depth = 6, train score: -3.87910, in 0.002s 348s [102/200] 1 tree, 9 leaves, max depth = 7, train score: -3.71716, in 0.002s 348s [103/200] 1 tree, 9 leaves, max depth = 7, train score: -3.55866, in 0.003s 348s [104/200] 1 tree, 8 leaves, max depth = 7, train score: -3.40824, in 0.002s 348s [105/200] 1 tree, 8 leaves, max depth = 6, train score: -3.26870, in 0.002s 348s [106/200] 1 tree, 8 leaves, max depth = 7, train score: -3.13239, in 0.002s 348s [107/200] 1 tree, 9 leaves, max depth = 8, train score: -3.00236, in 0.003s 348s [108/200] 1 tree, 8 leaves, max depth = 7, train score: -2.88012, in 0.002s 348s [109/200] 1 tree, 8 leaves, max depth = 5, train score: -2.77238, in 0.002s 348s [110/200] 1 tree, 9 leaves, max depth = 7, train score: -2.65749, in 0.003s 348s [111/200] 1 tree, 9 leaves, max depth = 7, train score: -2.54903, in 0.003s 348s [112/200] 1 tree, 8 leaves, max depth = 6, train score: -2.45330, in 0.002s 348s [113/200] 1 tree, 9 leaves, max depth = 8, train score: -2.35016, in 0.003s 348s [114/200] 1 tree, 8 leaves, max depth = 7, train score: -2.25157, in 0.002s 348s [115/200] 1 tree, 8 leaves, max depth = 7, train score: -2.16238, in 0.002s 348s [116/200] 1 tree, 9 leaves, max depth = 7, train score: -2.07315, in 0.003s 348s [117/200] 1 tree, 8 leaves, max depth = 7, train score: -1.99111, in 0.002s 348s [118/200] 1 tree, 9 leaves, max depth = 7, train score: -1.91103, in 0.003s 348s [119/200] 1 tree, 9 leaves, max depth = 7, train score: -1.83423, in 0.003s 348s [120/200] 1 tree, 8 leaves, max depth = 6, train score: -1.75617, in 0.002s 348s [121/200] 1 tree, 8 leaves, max depth = 5, train score: -1.69233, in 0.002s 348s [122/200] 1 tree, 8 leaves, max depth = 6, train score: -1.62507, in 0.002s 348s [123/200] 1 tree, 8 leaves, max depth = 7, train score: -1.56136, in 0.003s 348s [124/200] 1 tree, 8 leaves, max depth = 5, train score: -1.50232, in 0.002s 348s [125/200] 1 tree, 9 leaves, max depth = 8, train score: -1.44286, in 0.003s 348s [126/200] 1 tree, 9 leaves, max depth = 8, train score: -1.38574, in 0.003s 348s [127/200] 1 tree, 8 leaves, max depth = 7, train score: -1.33112, in 0.003s 348s [128/200] 1 tree, 8 leaves, max depth = 7, train score: -1.27793, in 0.002s 348s [129/200] 1 tree, 8 leaves, max depth = 6, train score: -1.22784, in 0.002s 348s [130/200] 1 tree, 8 leaves, max depth = 7, train score: -1.17825, in 0.002s 348s [131/200] 1 tree, 9 leaves, max depth = 7, train score: -1.13201, in 0.003s 348s [132/200] 1 tree, 10 leaves, max depth = 8, train score: -1.08851, in 0.003s 348s [133/200] 1 tree, 9 leaves, max depth = 8, train score: -1.04661, in 0.003s 348s [134/200] 1 tree, 7 leaves, max depth = 5, train score: -1.00801, in 0.002s 348s [135/200] 1 tree, 9 leaves, max depth = 7, train score: -0.96822, in 0.003s 348s [136/200] 1 tree, 8 leaves, max depth = 7, train score: -0.93049, in 0.003s 348s [137/200] 1 tree, 8 leaves, max depth = 6, train score: -0.89478, in 0.002s 348s [138/200] 1 tree, 9 leaves, max depth = 7, train score: -0.85961, in 0.003s 348s [139/200] 1 tree, 8 leaves, max depth = 6, train score: -0.82579, in 0.002s 348s [140/200] 1 tree, 8 leaves, max depth = 6, train score: -0.79411, in 0.002s 348s [141/200] 1 tree, 7 leaves, max depth = 6, train score: -0.76506, in 0.002s 348s [142/200] 1 tree, 8 leaves, max depth = 7, train score: -0.73536, in 0.003s 348s [143/200] 1 tree, 9 leaves, max depth = 7, train score: -0.70690, in 0.003s 348s [144/200] 1 tree, 8 leaves, max depth = 7, train score: -0.68008, in 0.002s 348s [145/200] 1 tree, 8 leaves, max depth = 5, train score: -0.65577, in 0.002s 348s [146/200] 1 tree, 9 leaves, max depth = 7, train score: -0.63126, in 0.002s 348s [147/200] 1 tree, 8 leaves, max depth = 6, train score: -0.60730, in 0.002s 348s [148/200] 1 tree, 9 leaves, max depth = 5, train score: -0.58326, in 0.002s 348s [149/200] 1 tree, 7 leaves, max depth = 5, train score: -0.56165, in 0.003s 348s [150/200] 1 tree, 9 leaves, max depth = 6, train score: -0.53979, in 0.003s 348s [151/200] 1 tree, 9 leaves, max depth = 8, train score: -0.51940, in 0.003s 348s [152/200] 1 tree, 9 leaves, max depth = 7, train score: -0.49971, in 0.003s 348s [153/200] 1 tree, 9 leaves, max depth = 7, train score: -0.48096, in 0.003s 348s [154/200] 1 tree, 9 leaves, max depth = 6, train score: -0.46280, in 0.002s 348s Fit 154 trees in 0.389 s, (1283 total leaves) 348s Time spent computing histograms: 0.112s 348s Time spent finding best splits: 0.064s 348s Time spent applying splits: 0.033s 348s Time spent predicting: 0.004s 348s PASSED 348s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_regression[None-0.1-True-5-1e-07] Binning 0.000 GB of training data: 0.006 s 348s Binning 0.000 GB of validation data: 0.000 s 348s Fitting gradient boosted rounds: 348s [1/200] 1 tree, 7 leaves, max depth = 5, train score: 0.14265, val score: 0.00147, in 0.003s 348s [2/200] 1 tree, 7 leaves, max depth = 5, train score: 0.26848, val score: -0.00258, in 0.003s 348s [3/200] 1 tree, 7 leaves, max depth = 5, train score: 0.37186, val score: -0.07224, in 0.003s 348s [4/200] 1 tree, 7 leaves, max depth = 3, train score: 0.46698, val score: 0.05755, in 0.003s 348s [5/200] 1 tree, 7 leaves, max depth = 3, train score: 0.54444, val score: 0.08055, in 0.003s 348s [6/200] 1 tree, 7 leaves, max depth = 4, train score: 0.61207, val score: 0.05066, in 0.003s 348s [7/200] 1 tree, 8 leaves, max depth = 4, train score: 0.66847, val score: 0.08912, in 0.003s 348s [8/200] 1 tree, 7 leaves, max depth = 4, train score: 0.71571, val score: 0.06086, in 0.003s 348s [9/200] 1 tree, 8 leaves, max depth = 4, train score: 0.75831, val score: 0.09469, in 0.003s 348s [10/200] 1 tree, 7 leaves, max depth = 3, train score: 0.79477, val score: 0.16763, in 0.003s 348s [11/200] 1 tree, 8 leaves, max depth = 4, train score: 0.82409, val score: 0.18596, in 0.003s 348s [12/200] 1 tree, 7 leaves, max depth = 6, train score: 0.84753, val score: 0.08021, in 0.003s 348s [13/200] 1 tree, 7 leaves, max depth = 3, train score: 0.86847, val score: 0.10859, in 0.003s 348s [14/200] 1 tree, 7 leaves, max depth = 3, train score: 0.88806, val score: 0.15716, in 0.003s 348s [15/200] 1 tree, 7 leaves, max depth = 6, train score: 0.90236, val score: 0.11208, in 0.004s 348s [16/200] 1 tree, 8 leaves, max depth = 4, train score: 0.91596, val score: 0.11738, in 0.003s 348s Fit 16 trees in 0.056 s, (116 total leaves) 348s Time spent computing histograms: 0.009s 348s Time spent finding best splits: 0.005s 348s Time spent applying splits: 0.003s 348s Time spent predicting: 0.000s 348s PASSED 348s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_regression[None-None-True-5-0.1] Binning 0.000 GB of training data: 0.006 s 348s Fitting gradient boosted rounds: 348s [1/200] 1 tree, 8 leaves, max depth = 4, train score: 0.15089, in 0.002s 348s [2/200] 1 tree, 8 leaves, max depth = 4, train score: 0.27316, in 0.003s 348s [3/200] 1 tree, 8 leaves, max depth = 4, train score: 0.38822, in 0.002s 348s [4/200] 1 tree, 8 leaves, max depth = 4, train score: 0.48142, in 0.002s 348s [5/200] 1 tree, 8 leaves, max depth = 4, train score: 0.55361, in 0.003s 348s [6/200] 1 tree, 7 leaves, max depth = 4, train score: 0.61627, in 0.002s 348s [7/200] 1 tree, 7 leaves, max depth = 5, train score: 0.67269, in 0.002s 348s [8/200] 1 tree, 8 leaves, max depth = 4, train score: 0.72088, in 0.002s 348s [9/200] 1 tree, 7 leaves, max depth = 5, train score: 0.75958, in 0.002s 348s [10/200] 1 tree, 8 leaves, max depth = 6, train score: 0.79231, in 0.003s 348s [11/200] 1 tree, 8 leaves, max depth = 5, train score: 0.81891, in 0.002s 348s [12/200] 1 tree, 8 leaves, max depth = 7, train score: 0.84180, in 0.003s 348s [13/200] 1 tree, 8 leaves, max depth = 5, train score: 0.86205, in 0.003s 348s [14/200] 1 tree, 8 leaves, max depth = 4, train score: 0.88112, in 0.003s 348s [15/200] 1 tree, 7 leaves, max depth = 5, train score: 0.89589, in 0.003s 348s [16/200] 1 tree, 8 leaves, max depth = 5, train score: 0.90820, in 0.003s 348s Fit 16 trees in 0.048 s, (124 total leaves) 348s Time spent computing histograms: 0.010s 348s Time spent finding best splits: 0.006s 348s Time spent applying splits: 0.003s 348s Time spent predicting: 0.000s 348s PASSED 348s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_regression[loss-0.1-True-5-1e-07] Binning 0.000 GB of training data: 0.006 s 348s Binning 0.000 GB of validation data: 0.000 s 348s Fitting gradient boosted rounds: 348s [1/200] 1 tree, 7 leaves, max depth = 5, train loss: 7679.17512, val loss: 3150.21912, in 0.002s 348s [2/200] 1 tree, 7 leaves, max depth = 5, train loss: 6552.16489, val loss: 3162.98628, in 0.002s 348s [3/200] 1 tree, 7 leaves, max depth = 5, train loss: 5626.15271, val loss: 3382.73733, in 0.002s 348s [4/200] 1 tree, 7 leaves, max depth = 3, train loss: 4774.21435, val loss: 2973.27528, in 0.002s 348s [5/200] 1 tree, 7 leaves, max depth = 3, train loss: 4080.35804, val loss: 2900.72196, in 0.001s 348s [6/200] 1 tree, 7 leaves, max depth = 4, train loss: 3474.65088, val loss: 2995.03255, in 0.002s 348s [7/200] 1 tree, 8 leaves, max depth = 4, train loss: 2969.47775, val loss: 2873.67524, in 0.016s 348s [8/200] 1 tree, 7 leaves, max depth = 4, train loss: 2546.35024, val loss: 2962.82398, in 0.002s 348s [9/200] 1 tree, 8 leaves, max depth = 4, train loss: 2164.80320, val loss: 2856.12362, in 0.002s 348s [10/200] 1 tree, 7 leaves, max depth = 3, train loss: 1838.22402, val loss: 2626.00715, in 0.002s 348s [11/200] 1 tree, 8 leaves, max depth = 4, train loss: 1575.60534, val loss: 2568.16043, in 0.002s 348s [12/200] 1 tree, 7 leaves, max depth = 6, train loss: 1365.62059, val loss: 2901.78998, in 0.002s 348s [13/200] 1 tree, 7 leaves, max depth = 3, train loss: 1178.06659, val loss: 2812.24524, in 0.002s 348s [14/200] 1 tree, 7 leaves, max depth = 3, train loss: 1002.65940, val loss: 2659.02425, in 0.002s 348s [15/200] 1 tree, 7 leaves, max depth = 6, train loss: 874.52983, val loss: 2801.23172, in 0.002s 348s [16/200] 1 tree, 8 leaves, max depth = 4, train loss: 752.77649, val loss: 2784.51277, in 0.002s 348s Fit 16 trees in 0.051 s, (116 total leaves) 348s Time spent computing histograms: 0.022s 348s Time spent finding best splits: 0.005s 348s Time spent applying splits: 0.003s 348s Time spent predicting: 0.000s 348s PASSED 348s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_regression[loss-None-True-5-0.1] Binning 0.000 GB of training data: 0.006 s 348s Fitting gradient boosted rounds: 348s [1/200] 1 tree, 8 leaves, max depth = 4, train loss: 7112.73847, in 0.002s 348s [2/200] 1 tree, 8 leaves, max depth = 4, train loss: 6088.48251, in 0.002s 348s [3/200] 1 tree, 8 leaves, max depth = 4, train loss: 5124.68740, in 0.002s 348s [4/200] 1 tree, 8 leaves, max depth = 4, train loss: 4344.01335, in 0.002s 348s [5/200] 1 tree, 8 leaves, max depth = 4, train loss: 3739.23699, in 0.002s 348s [6/200] 1 tree, 7 leaves, max depth = 4, train loss: 3214.35480, in 0.002s 348s [7/200] 1 tree, 7 leaves, max depth = 5, train loss: 2741.73671, in 0.002s 348s [8/200] 1 tree, 8 leaves, max depth = 4, train loss: 2338.08241, in 0.002s 348s [9/200] 1 tree, 7 leaves, max depth = 5, train loss: 2013.90534, in 0.002s 348s [10/200] 1 tree, 8 leaves, max depth = 6, train loss: 1739.71981, in 0.002s 348s [11/200] 1 tree, 8 leaves, max depth = 5, train loss: 1516.90865, in 0.002s 348s [12/200] 1 tree, 8 leaves, max depth = 7, train loss: 1325.23069, in 0.003s 348s [13/200] 1 tree, 8 leaves, max depth = 5, train loss: 1155.60412, in 0.002s 348s [14/200] 1 tree, 8 leaves, max depth = 4, train loss: 995.84574, in 0.002s 348s [15/200] 1 tree, 7 leaves, max depth = 5, train loss: 872.05846, in 0.002s 348s [16/200] 1 tree, 8 leaves, max depth = 5, train loss: 769.01676, in 0.002s 348s [17/200] 1 tree, 8 leaves, max depth = 4, train loss: 666.68267, in 0.002s 348s [18/200] 1 tree, 7 leaves, max depth = 5, train loss: 588.05909, in 0.002s 348s [19/200] 1 tree, 8 leaves, max depth = 5, train loss: 522.45015, in 0.002s 348s [20/200] 1 tree, 9 leaves, max depth = 5, train loss: 455.94669, in 0.002s 348s [21/200] 1 tree, 9 leaves, max depth = 6, train loss: 400.46137, in 0.002s 348s [22/200] 1 tree, 8 leaves, max depth = 5, train loss: 358.44767, in 0.002s 348s [23/200] 1 tree, 7 leaves, max depth = 6, train loss: 327.21380, in 0.002s 348s [24/200] 1 tree, 9 leaves, max depth = 6, train loss: 289.86683, in 0.003s 348s [25/200] 1 tree, 8 leaves, max depth = 5, train loss: 257.89097, in 0.002s 348s [26/200] 1 tree, 8 leaves, max depth = 5, train loss: 229.66061, in 0.002s 348s [27/200] 1 tree, 8 leaves, max depth = 5, train loss: 204.62325, in 0.002s 348s [28/200] 1 tree, 9 leaves, max depth = 6, train loss: 183.73895, in 0.002s 348s [29/200] 1 tree, 8 leaves, max depth = 5, train loss: 167.83260, in 0.002s 348s [30/200] 1 tree, 9 leaves, max depth = 5, train loss: 148.88201, in 0.002s 348s [31/200] 1 tree, 8 leaves, max depth = 6, train loss: 136.48351, in 0.002s 348s [32/200] 1 tree, 9 leaves, max depth = 6, train loss: 124.09916, in 0.002s 348s [33/200] 1 tree, 9 leaves, max depth = 7, train loss: 112.90556, in 0.002s 348s [34/200] 1 tree, 8 leaves, max depth = 5, train loss: 102.95064, in 0.002s 348s [35/200] 1 tree, 8 leaves, max depth = 5, train loss: 94.96040, in 0.002s 348s [36/200] 1 tree, 8 leaves, max depth = 7, train loss: 88.42759, in 0.002s 348s [37/200] 1 tree, 9 leaves, max depth = 6, train loss: 81.92035, in 0.002s 348s [38/200] 1 tree, 8 leaves, max depth = 7, train loss: 75.16494, in 0.002s 348s [39/200] 1 tree, 8 leaves, max depth = 5, train loss: 69.85329, in 0.002s 348s [40/200] 1 tree, 7 leaves, max depth = 4, train loss: 64.97179, in 0.002s 348s [41/200] 1 tree, 8 leaves, max depth = 6, train loss: 60.79667, in 0.002s 348s [42/200] 1 tree, 8 leaves, max depth = 6, train loss: 55.94598, in 0.002s 348s [43/200] 1 tree, 8 leaves, max depth = 7, train loss: 52.22785, in 0.002s 348s [44/200] 1 tree, 9 leaves, max depth = 6, train loss: 48.94168, in 0.002s 348s [45/200] 1 tree, 8 leaves, max depth = 7, train loss: 45.43650, in 0.002s 348s [46/200] 1 tree, 7 leaves, max depth = 6, train loss: 42.71680, in 0.002s 348s [47/200] 1 tree, 8 leaves, max depth = 6, train loss: 40.02809, in 0.002s 348s [48/200] 1 tree, 8 leaves, max depth = 7, train loss: 37.34457, in 0.002s 348s [49/200] 1 tree, 8 leaves, max depth = 7, train loss: 35.32862, in 0.002s 348s [50/200] 1 tree, 9 leaves, max depth = 7, train loss: 32.83382, in 0.002s 348s [51/200] 1 tree, 9 leaves, max depth = 7, train loss: 29.87939, in 0.002s 348s [52/200] 1 tree, 9 leaves, max depth = 7, train loss: 28.05129, in 0.002s 348s [53/200] 1 tree, 7 leaves, max depth = 5, train loss: 25.67089, in 0.002s 348s [54/200] 1 tree, 9 leaves, max depth = 8, train loss: 23.91045, in 0.002s 348s [55/200] 1 tree, 9 leaves, max depth = 6, train loss: 21.22589, in 0.002s 348s [56/200] 1 tree, 9 leaves, max depth = 7, train loss: 19.74145, in 0.002s 348s [57/200] 1 tree, 8 leaves, max depth = 6, train loss: 18.22193, in 0.002s 348s [58/200] 1 tree, 8 leaves, max depth = 6, train loss: 17.14279, in 0.002s 348s [59/200] 1 tree, 8 leaves, max depth = 7, train loss: 15.97937, in 0.002s 348s [60/200] 1 tree, 9 leaves, max depth = 6, train loss: 14.62931, in 0.002s 348s [61/200] 1 tree, 9 leaves, max depth = 7, train loss: 13.86051, in 0.002s 348s [62/200] 1 tree, 8 leaves, max depth = 7, train loss: 13.15163, in 0.002s 348s [63/200] 1 tree, 9 leaves, max depth = 7, train loss: 12.32850, in 0.002s 348s [64/200] 1 tree, 8 leaves, max depth = 7, train loss: 11.73763, in 0.002s 348s [65/200] 1 tree, 8 leaves, max depth = 7, train loss: 11.07477, in 0.002s 348s [66/200] 1 tree, 8 leaves, max depth = 7, train loss: 10.55925, in 0.002s 348s [67/200] 1 tree, 9 leaves, max depth = 7, train loss: 9.95723, in 0.002s 348s [68/200] 1 tree, 8 leaves, max depth = 7, train loss: 9.39244, in 0.002s 348s [69/200] 1 tree, 9 leaves, max depth = 8, train loss: 8.87446, in 0.002s 348s [70/200] 1 tree, 7 leaves, max depth = 6, train loss: 8.50197, in 0.002s 348s [71/200] 1 tree, 9 leaves, max depth = 8, train loss: 8.00788, in 0.002s 348s [72/200] 1 tree, 8 leaves, max depth = 6, train loss: 7.55450, in 0.002s 348s [73/200] 1 tree, 8 leaves, max depth = 6, train loss: 7.22184, in 0.002s 348s [74/200] 1 tree, 9 leaves, max depth = 7, train loss: 6.81160, in 0.002s 348s [75/200] 1 tree, 8 leaves, max depth = 7, train loss: 6.48362, in 0.002s 348s [76/200] 1 tree, 8 leaves, max depth = 6, train loss: 6.21601, in 0.002s 348s [77/200] 1 tree, 9 leaves, max depth = 7, train loss: 5.89657, in 0.002s 348s [78/200] 1 tree, 8 leaves, max depth = 6, train loss: 5.61620, in 0.002s 348s [79/200] 1 tree, 10 leaves, max depth = 8, train loss: 5.34067, in 0.002s 348s [80/200] 1 tree, 9 leaves, max depth = 7, train loss: 5.07802, in 0.002s 348s [81/200] 1 tree, 9 leaves, max depth = 7, train loss: 4.82004, in 0.002s 348s [82/200] 1 tree, 8 leaves, max depth = 6, train loss: 4.60681, in 0.002s 348s [83/200] 1 tree, 9 leaves, max depth = 7, train loss: 4.36715, in 0.002s 348s [84/200] 1 tree, 8 leaves, max depth = 7, train loss: 4.16724, in 0.002s 348s [85/200] 1 tree, 9 leaves, max depth = 6, train loss: 3.99960, in 0.002s 348s [86/200] 1 tree, 8 leaves, max depth = 7, train loss: 3.81145, in 0.003s 348s [87/200] 1 tree, 9 leaves, max depth = 7, train loss: 3.63466, in 0.002s 348s [88/200] 1 tree, 9 leaves, max depth = 7, train loss: 3.46476, in 0.002s 348s [89/200] 1 tree, 9 leaves, max depth = 6, train loss: 3.27987, in 0.002s 348s [90/200] 1 tree, 9 leaves, max depth = 8, train loss: 3.13276, in 0.002s 348s [91/200] 1 tree, 9 leaves, max depth = 7, train loss: 3.01203, in 0.002s 348s [92/200] 1 tree, 8 leaves, max depth = 7, train loss: 2.88153, in 0.002s 348s [93/200] 1 tree, 8 leaves, max depth = 6, train loss: 2.76891, in 0.002s 348s [94/200] 1 tree, 8 leaves, max depth = 7, train loss: 2.64709, in 0.002s 348s [95/200] 1 tree, 9 leaves, max depth = 7, train loss: 2.52717, in 0.002s 348s [96/200] 1 tree, 9 leaves, max depth = 7, train loss: 2.41469, in 0.002s 348s [97/200] 1 tree, 9 leaves, max depth = 7, train loss: 2.31173, in 0.002s 348s [98/200] 1 tree, 8 leaves, max depth = 7, train loss: 2.21605, in 0.002s 348s [99/200] 1 tree, 9 leaves, max depth = 7, train loss: 2.11831, in 0.002s 348s [100/200] 1 tree, 9 leaves, max depth = 6, train loss: 2.01748, in 0.002s 348s [101/200] 1 tree, 8 leaves, max depth = 6, train loss: 1.93955, in 0.002s 348s [102/200] 1 tree, 9 leaves, max depth = 7, train loss: 1.85858, in 0.002s 348s [103/200] 1 tree, 9 leaves, max depth = 7, train loss: 1.77933, in 0.002s 348s [104/200] 1 tree, 8 leaves, max depth = 7, train loss: 1.70412, in 0.002s 348s [105/200] 1 tree, 8 leaves, max depth = 6, train loss: 1.63435, in 0.002s 348s [106/200] 1 tree, 8 leaves, max depth = 7, train loss: 1.56619, in 0.002s 348s [107/200] 1 tree, 9 leaves, max depth = 8, train loss: 1.50118, in 0.002s 348s [108/200] 1 tree, 8 leaves, max depth = 7, train loss: 1.44006, in 0.002s 348s [109/200] 1 tree, 8 leaves, max depth = 5, train loss: 1.38619, in 0.002s 348s [110/200] 1 tree, 9 leaves, max depth = 7, train loss: 1.32874, in 0.002s 348s [111/200] 1 tree, 9 leaves, max depth = 7, train loss: 1.27452, in 0.002s 348s [112/200] 1 tree, 8 leaves, max depth = 6, train loss: 1.22665, in 0.002s 348s [113/200] 1 tree, 9 leaves, max depth = 8, train loss: 1.17508, in 0.002s 348s [114/200] 1 tree, 8 leaves, max depth = 7, train loss: 1.12579, in 0.002s 348s [115/200] 1 tree, 8 leaves, max depth = 7, train loss: 1.08119, in 0.002s 348s [116/200] 1 tree, 9 leaves, max depth = 7, train loss: 1.03657, in 0.002s 348s [117/200] 1 tree, 8 leaves, max depth = 7, train loss: 0.99556, in 0.002s 348s [118/200] 1 tree, 9 leaves, max depth = 7, train loss: 0.95551, in 0.002s 348s [119/200] 1 tree, 9 leaves, max depth = 7, train loss: 0.91712, in 0.002s 348s [120/200] 1 tree, 8 leaves, max depth = 6, train loss: 0.87809, in 0.002s 348s [121/200] 1 tree, 8 leaves, max depth = 5, train loss: 0.84616, in 0.002s 348s [122/200] 1 tree, 8 leaves, max depth = 6, train loss: 0.81253, in 0.002s 348s [123/200] 1 tree, 8 leaves, max depth = 7, train loss: 0.78068, in 0.002s 348s [124/200] 1 tree, 8 leaves, max depth = 5, train loss: 0.75116, in 0.002s 348s [125/200] 1 tree, 9 leaves, max depth = 8, train loss: 0.72143, in 0.002s 348s [126/200] 1 tree, 9 leaves, max depth = 8, train loss: 0.69287, in 0.011s 348s [127/200] 1 tree, 8 leaves, max depth = 7, train loss: 0.66556, in 0.002s 348s [128/200] 1 tree, 8 leaves, max depth = 7, train loss: 0.63896, in 0.002s 348s [129/200] 1 tree, 8 leaves, max depth = 6, train loss: 0.61392, in 0.002s 348s [130/200] 1 tree, 8 leaves, max depth = 7, train loss: 0.58913, in 0.002s 348s [131/200] 1 tree, 9 leaves, max depth = 7, train loss: 0.56601, in 0.002s 348s [132/200] 1 tree, 10 leaves, max depth = 8, train loss: 0.54426, in 0.002s 348s [133/200] 1 tree, 9 leaves, max depth = 8, train loss: 0.52331, in 0.002s 348s [134/200] 1 tree, 7 leaves, max depth = 5, train loss: 0.50401, in 0.002s 348s [135/200] 1 tree, 9 leaves, max depth = 7, train loss: 0.48411, in 0.002s 348s [136/200] 1 tree, 8 leaves, max depth = 7, train loss: 0.46525, in 0.002s 348s [137/200] 1 tree, 8 leaves, max depth = 6, train loss: 0.44739, in 0.002s 348s Fit 137 trees in 0.302 s, (1140 total leaves) 348s Time spent computing histograms: 0.098s 348s Time spent finding best splits: 0.065s 348s Time spent applying splits: 0.029s 348s Time spent predicting: 0.004s 348s PASSED 348s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_regression[None-None-False-5-0.0] Binning 0.000 GB of training data: 0.005 s 348s Fitting gradient boosted rounds: 348s [1/200] 1 tree, 8 leaves, max depth = 4, in 0.002s 348s [2/200] 1 tree, 8 leaves, max depth = 4, in 0.002s 348s [3/200] 1 tree, 8 leaves, max depth = 4, in 0.002s 348s [4/200] 1 tree, 8 leaves, max depth = 4, in 0.002s 348s [5/200] 1 tree, 8 leaves, max depth = 4, in 0.002s 348s [6/200] 1 tree, 7 leaves, max depth = 4, in 0.002s 348s [7/200] 1 tree, 7 leaves, max depth = 5, in 0.002s 348s [8/200] 1 tree, 8 leaves, max depth = 4, in 0.002s 348s [9/200] 1 tree, 7 leaves, max depth = 5, in 0.002s 348s [10/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [11/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [12/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [13/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [14/200] 1 tree, 8 leaves, max depth = 4, in 0.002s 348s [15/200] 1 tree, 7 leaves, max depth = 5, in 0.002s 348s [16/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [17/200] 1 tree, 8 leaves, max depth = 4, in 0.002s 348s [18/200] 1 tree, 7 leaves, max depth = 5, in 0.002s 348s [19/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [20/200] 1 tree, 9 leaves, max depth = 5, in 0.002s 348s [21/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [22/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [23/200] 1 tree, 7 leaves, max depth = 6, in 0.002s 348s [24/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [25/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [26/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [27/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [28/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [29/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [30/200] 1 tree, 9 leaves, max depth = 5, in 0.002s 348s [31/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [32/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [33/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [34/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [35/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [36/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [37/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [38/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [39/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [40/200] 1 tree, 7 leaves, max depth = 4, in 0.002s 348s [41/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [42/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [43/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [44/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [45/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [46/200] 1 tree, 7 leaves, max depth = 6, in 0.002s 348s [47/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [48/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [49/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [50/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [51/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [52/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [53/200] 1 tree, 7 leaves, max depth = 5, in 0.002s 348s [54/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 348s [55/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [56/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [57/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [58/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [59/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [60/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [61/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [62/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [63/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [64/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [65/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [66/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [67/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [68/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [69/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 348s [70/200] 1 tree, 7 leaves, max depth = 6, in 0.002s 348s [71/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 348s [72/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [73/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [74/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [75/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [76/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [77/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [78/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [79/200] 1 tree, 10 leaves, max depth = 8, in 0.002s 348s [80/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [81/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [82/200] 1 tree, 8 leaves, max depth = 6, in 0.003s 348s [83/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [84/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [85/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [86/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [87/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [88/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [89/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [90/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 348s [91/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [92/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [93/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [94/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [95/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [96/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [97/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [98/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [99/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [100/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [101/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [102/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [103/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [104/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [105/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [106/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [107/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 348s [108/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [109/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [110/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [111/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [112/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [113/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 348s [114/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [115/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [116/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [117/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [118/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [119/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [120/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [121/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [122/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [123/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [124/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [125/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 348s [126/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 348s [127/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [128/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [129/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [130/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [131/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [132/200] 1 tree, 10 leaves, max depth = 8, in 0.002s 348s [133/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 348s [134/200] 1 tree, 7 leaves, max depth = 5, in 0.002s 348s [135/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [136/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [137/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [138/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [139/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [140/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [141/200] 1 tree, 7 leaves, max depth = 6, in 0.002s 348s [142/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [143/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [144/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 348s [145/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 348s [146/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [147/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 348s [148/200] 1 tree, 9 leaves, max depth = 5, in 0.002s 348s [149/200] 1 tree, 7 leaves, max depth = 5, in 0.002s 348s [150/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 348s [151/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 348s [152/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [153/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 348s [154/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 349s [155/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 349s [156/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 349s [157/200] 1 tree, 9 leaves, max depth = 8, in 0.002s 349s [158/200] 1 tree, 9 leaves, max depth = 5, in 0.002s 349s [159/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [160/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 349s [161/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [162/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [163/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [164/200] 1 tree, 9 leaves, max depth = 7, in 0.002s 349s [165/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 349s [166/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 349s [167/200] 1 tree, 9 leaves, max depth = 5, in 0.002s 349s [168/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 349s [169/200] 1 tree, 9 leaves, max depth = 5, in 0.002s 349s [170/200] 1 tree, 8 leaves, max depth = 4, in 0.002s 349s [171/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [172/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 349s [173/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [174/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 349s [175/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 349s [176/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 349s [177/200] 1 tree, 7 leaves, max depth = 5, in 0.002s 349s [178/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [179/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 349s [180/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 349s [181/200] 1 tree, 9 leaves, max depth = 5, in 0.002s 349s [182/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 349s [183/200] 1 tree, 8 leaves, max depth = 7, in 0.002s 349s [184/200] 1 tree, 7 leaves, max depth = 5, in 0.002s 349s [185/200] 1 tree, 9 leaves, max depth = 5, in 0.002s 349s [186/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 349s [187/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [188/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [189/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [190/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [191/200] 1 tree, 9 leaves, max depth = 6, in 0.002s 349s [192/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [193/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 349s [194/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [195/200] 1 tree, 9 leaves, max depth = 5, in 0.002s 349s [196/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [197/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [198/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [199/200] 1 tree, 8 leaves, max depth = 5, in 0.002s 349s [200/200] 1 tree, 8 leaves, max depth = 6, in 0.002s 349s Fit 200 trees in 0.389 s, (1663 total leaves) 349s Time spent computing histograms: 0.138s 349s Time spent finding best splits: 0.079s 349s Time spent applying splits: 0.039s 349s Time spent predicting: 0.005s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[accuracy-0.1-True-5-1e-07-data0] Binning 0.000 GB of training data: 0.001 s 349s Binning 0.000 GB of validation data: 0.000 s 349s Fitting gradient boosted rounds: 349s [1/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.002s 349s [2/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.002s 349s [3/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.002s 349s [4/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.002s 349s [5/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.002s 349s [6/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.002s 349s Fit 6 trees in 0.015 s, (18 total leaves) 349s Time spent computing histograms: 0.000s 349s Time spent finding best splits: 0.000s 349s Time spent applying splits: 0.000s 349s Time spent predicting: 0.000s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[accuracy-0.1-True-5-1e-07-data1] Binning 0.000 GB of training data: 0.001 s 349s Binning 0.000 GB of validation data: 0.000 s 349s Fitting gradient boosted rounds: 349s [1/50] 3 trees, 8 leaves (2 on avg), max depth = 2, train score: 1.00000, val score: 0.33333, in 0.003s 349s [2/50] 3 trees, 13 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s [3/50] 3 trees, 13 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s [4/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s [5/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s [6/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s [7/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s Fit 21 trees in 0.026 s, (82 total leaves) 349s Time spent computing histograms: 0.002s 349s Time spent finding best splits: 0.001s 349s Time spent applying splits: 0.002s 349s Time spent predicting: 0.000s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[accuracy-None-True-5-0.1-data0] Binning 0.000 GB of training data: 0.001 s 349s Fitting gradient boosted rounds: 349s [1/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96667, in 0.001s 349s [2/50] 1 tree, 4 leaves, max depth = 3, train score: 0.96667, in 0.001s 349s [3/50] 1 tree, 4 leaves, max depth = 3, train score: 0.96667, in 0.001s 349s [4/50] 1 tree, 4 leaves, max depth = 3, train score: 0.96667, in 0.001s 349s [5/50] 1 tree, 4 leaves, max depth = 3, train score: 0.96667, in 0.001s 349s [6/50] 1 tree, 4 leaves, max depth = 3, train score: 0.96667, in 0.001s 349s Fit 6 trees in 0.011 s, (23 total leaves) 349s Time spent computing histograms: 0.001s 349s Time spent finding best splits: 0.000s 349s Time spent applying splits: 0.000s 349s Time spent predicting: 0.000s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[accuracy-None-True-5-0.1-data1] Binning 0.000 GB of training data: 0.001 s 349s Fitting gradient boosted rounds: 349s [1/50] 3 trees, 9 leaves (3 on avg), max depth = 2, train score: 0.96667, in 0.002s 349s [2/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train score: 1.00000, in 0.003s 349s [3/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train score: 1.00000, in 0.003s 349s [4/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train score: 1.00000, in 0.003s 349s [5/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train score: 1.00000, in 0.003s 349s [6/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train score: 1.00000, in 0.003s 349s Fit 18 trees in 0.019 s, (84 total leaves) 349s Time spent computing histograms: 0.002s 349s Time spent finding best splits: 0.001s 349s Time spent applying splits: 0.002s 349s Time spent predicting: 0.000s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[None-0.1-True-5-1e-07-data0] Binning 0.000 GB of training data: 0.002 s 349s Binning 0.000 GB of validation data: 0.000 s 349s Fitting gradient boosted rounds: 349s [1/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.001s 349s [2/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.001s 349s [3/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.002s 349s [4/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.002s 349s [5/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.002s 349s [6/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96296, val score: 1.00000, in 0.002s 349s Fit 6 trees in 0.014 s, (18 total leaves) 349s Time spent computing histograms: 0.000s 349s Time spent finding best splits: 0.000s 349s Time spent applying splits: 0.000s 349s Time spent predicting: 0.000s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[None-0.1-True-5-1e-07-data1] Binning 0.000 GB of training data: 0.001 s 349s Binning 0.000 GB of validation data: 0.000 s 349s Fitting gradient boosted rounds: 349s [1/50] 3 trees, 8 leaves (2 on avg), max depth = 2, train score: 1.00000, val score: 0.33333, in 0.002s 349s [2/50] 3 trees, 13 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s [3/50] 3 trees, 13 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s [4/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s [5/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s [6/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.003s 349s [7/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train score: 1.00000, val score: 0.66667, in 0.004s 349s Fit 21 trees in 0.026 s, (82 total leaves) 349s Time spent computing histograms: 0.002s 349s Time spent finding best splits: 0.001s 349s Time spent applying splits: 0.002s 349s Time spent predicting: 0.000s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[None-None-True-5-0.1-data0] Binning 0.000 GB of training data: 0.002 s 349s Fitting gradient boosted rounds: 349s [1/50] 1 tree, 3 leaves, max depth = 2, train score: 0.96667, in 0.001s 349s [2/50] 1 tree, 4 leaves, max depth = 3, train score: 0.96667, in 0.001s 349s [3/50] 1 tree, 4 leaves, max depth = 3, train score: 0.96667, in 0.001s 349s [4/50] 1 tree, 4 leaves, max depth = 3, train score: 0.96667, in 0.001s 349s [5/50] 1 tree, 4 leaves, max depth = 3, train score: 0.96667, in 0.001s 349s [6/50] 1 tree, 4 leaves, max depth = 3, train score: 0.96667, in 0.001s 349s Fit 6 trees in 0.011 s, (23 total leaves) 349s Time spent computing histograms: 0.001s 349s Time spent finding best splits: 0.000s 349s Time spent applying splits: 0.001s 349s Time spent predicting: 0.000s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[None-None-True-5-0.1-data1] Binning 0.000 GB of training data: 0.001 s 349s Fitting gradient boosted rounds: 349s [1/50] 3 trees, 9 leaves (3 on avg), max depth = 2, train score: 0.96667, in 0.002s 349s [2/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train score: 1.00000, in 0.003s 349s [3/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train score: 1.00000, in 0.003s 349s [4/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train score: 1.00000, in 0.003s 349s [5/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train score: 1.00000, in 0.003s 349s [6/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train score: 1.00000, in 0.003s 349s Fit 18 trees in 0.020 s, (84 total leaves) 349s Time spent computing histograms: 0.002s 349s Time spent finding best splits: 0.001s 349s Time spent applying splits: 0.002s 349s Time spent predicting: 0.000s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[loss-0.1-True-5-1e-07-data0] Binning 0.000 GB of training data: 0.001 s 349s Binning 0.000 GB of validation data: 0.000 s 349s Fitting gradient boosted rounds: 349s [1/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.60873, val loss: 0.62130, in 0.001s 349s [2/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.53978, val loss: 0.53944, in 0.001s 349s [3/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.48215, val loss: 0.48160, in 0.001s 349s [4/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.43343, val loss: 0.44278, in 0.001s 349s [5/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.39167, val loss: 0.41040, in 0.001s 349s [6/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.35576, val loss: 0.37292, in 0.001s 349s [7/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.32448, val loss: 0.34072, in 0.001s 349s [8/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.29710, val loss: 0.31181, in 0.001s 349s [9/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.27306, val loss: 0.27796, in 0.001s 349s [10/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.25179, val loss: 0.25681, in 0.001s 349s [11/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.23286, val loss: 0.23736, in 0.001s 349s [12/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.21599, val loss: 0.22038, in 0.001s 349s [13/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.20080, val loss: 0.19744, in 0.001s 349s [14/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.18714, val loss: 0.18478, in 0.001s 349s [15/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.17474, val loss: 0.17297, in 0.001s 349s [16/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.16349, val loss: 0.17038, in 0.001s 349s [17/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.15320, val loss: 0.16098, in 0.001s 349s [18/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.14376, val loss: 0.16048, in 0.001s 349s [19/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.13511, val loss: 0.16081, in 0.001s 349s [20/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.12714, val loss: 0.15315, in 0.001s 349s [21/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.11553, val loss: 0.13807, in 0.001s 349s [22/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.10516, val loss: 0.12451, in 0.001s 349s [23/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.09575, val loss: 0.11192, in 0.001s 349s [24/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.08727, val loss: 0.11167, in 0.001s 349s [25/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.07967, val loss: 0.10090, in 0.001s 349s [26/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.07283, val loss: 0.09117, in 0.001s 349s [27/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.06660, val loss: 0.08232, in 0.001s 349s [28/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.06096, val loss: 0.08250, in 0.001s 349s [29/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.05587, val loss: 0.07466, in 0.001s 349s [30/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.05127, val loss: 0.06755, in 0.001s 349s [31/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.04705, val loss: 0.06106, in 0.001s 349s [32/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.04268, val loss: 0.05881, in 0.001s 349s [33/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.03920, val loss: 0.05909, in 0.001s 349s [34/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.03560, val loss: 0.06285, in 0.001s 349s [35/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.03239, val loss: 0.06712, in 0.001s 349s [36/50] 1 tree, 5 leaves, max depth = 3, train loss: 0.02950, val loss: 0.06272, in 0.001s 349s [37/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.02658, val loss: 0.06029, in 0.001s 349s Fit 37 trees in 0.031 s, (143 total leaves) 349s Time spent computing histograms: 0.003s 349s Time spent finding best splits: 0.002s 349s Time spent applying splits: 0.003s 349s Time spent predicting: 0.001s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[loss-0.1-True-5-1e-07-data1] Binning 0.000 GB of training data: 0.001 s 349s Binning 0.000 GB of validation data: 0.000 s 349s Fitting gradient boosted rounds: 349s [1/50] 3 trees, 8 leaves (2 on avg), max depth = 2, train loss: 0.85294, val loss: 0.95727, in 0.001s 349s [2/50] 3 trees, 13 leaves (4 on avg), max depth = 3, train loss: 0.68073, val loss: 0.81510, in 0.002s 349s [3/50] 3 trees, 13 leaves (4 on avg), max depth = 3, train loss: 0.55230, val loss: 0.73033, in 0.002s 349s [4/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.45297, val loss: 0.66873, in 0.002s 349s [5/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.37499, val loss: 0.60477, in 0.002s 349s [6/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.31234, val loss: 0.56982, in 0.002s 349s [7/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.26168, val loss: 0.52591, in 0.002s 349s [8/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.22017, val loss: 0.50497, in 0.002s 349s [9/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.18594, val loss: 0.48864, in 0.002s 349s [10/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.15759, val loss: 0.45880, in 0.002s 349s [11/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.13386, val loss: 0.44842, in 0.002s 349s [12/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.11405, val loss: 0.42390, in 0.002s 349s [13/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.09732, val loss: 0.41717, in 0.002s 349s [14/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.08326, val loss: 0.41176, in 0.002s 349s [15/50] 3 trees, 13 leaves (4 on avg), max depth = 4, train loss: 0.07057, val loss: 0.39226, in 0.002s 349s [16/50] 3 trees, 12 leaves (4 on avg), max depth = 3, train loss: 0.06046, val loss: 0.38856, in 0.002s 349s [17/50] 3 trees, 13 leaves (4 on avg), max depth = 3, train loss: 0.05055, val loss: 0.42217, in 0.002s 349s [18/50] 3 trees, 14 leaves (4 on avg), max depth = 3, train loss: 0.04206, val loss: 0.45976, in 0.002s 349s [19/50] 3 trees, 14 leaves (4 on avg), max depth = 3, train loss: 0.03523, val loss: 0.50052, in 0.002s 349s [20/50] 3 trees, 13 leaves (4 on avg), max depth = 4, train loss: 0.03001, val loss: 0.49857, in 0.002s 349s [21/50] 3 trees, 14 leaves (4 on avg), max depth = 3, train loss: 0.02517, val loss: 0.54268, in 0.002s 349s Fit 63 trees in 0.044 s, (259 total leaves) 349s Time spent computing histograms: 0.005s 349s Time spent finding best splits: 0.003s 349s Time spent applying splits: 0.005s 349s Time spent predicting: 0.001s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[loss-None-True-5-0.1-data0] Binning 0.000 GB of training data: 0.002 s 349s Fitting gradient boosted rounds: 349s [1/50] 1 tree, 3 leaves, max depth = 2, train loss: 0.60827, in 0.001s 349s [2/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.53845, in 0.001s 349s [3/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.48003, in 0.001s 349s [4/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.43064, in 0.001s 349s [5/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.38837, in 0.001s 349s [6/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.35190, in 0.001s 349s [7/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.32019, in 0.001s 349s [8/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.29244, in 0.001s 349s [9/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.26803, in 0.001s 349s [10/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.24645, in 0.001s 349s [11/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.22725, in 0.001s 349s [12/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.21009, in 0.001s 349s [13/50] 1 tree, 4 leaves, max depth = 3, train loss: 0.19465, in 0.001s 349s Fit 13 trees in 0.013 s, (51 total leaves) 349s Time spent computing histograms: 0.001s 349s Time spent finding best splits: 0.001s 349s Time spent applying splits: 0.001s 349s Time spent predicting: 0.000s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[loss-None-True-5-0.1-data1] Binning 0.000 GB of training data: 0.001 s 349s Fitting gradient boosted rounds: 349s [1/50] 3 trees, 9 leaves (3 on avg), max depth = 2, train loss: 0.86534, in 0.002s 349s [2/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.69970, in 0.002s 349s [3/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.57532, in 0.002s 349s [4/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.47824, in 0.002s 349s [5/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.40120, in 0.002s 349s [6/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.33889, in 0.002s 349s [7/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.28811, in 0.002s 349s [8/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.24613, in 0.002s 349s [9/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.21127, in 0.002s 349s [10/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.18188, in 0.002s 349s [11/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.15714, in 0.002s 349s [12/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.13606, in 0.002s 349s [13/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.11815, in 0.002s 349s [14/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.10278, in 0.002s 349s [15/50] 3 trees, 15 leaves (5 on avg), max depth = 3, train loss: 0.08963, in 0.002s 349s Fit 45 trees in 0.034 s, (219 total leaves) 349s Time spent computing histograms: 0.004s 349s Time spent finding best splits: 0.002s 349s Time spent applying splits: 0.005s 349s Time spent predicting: 0.001s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[None-None-False-5-0.0-data0] Binning 0.000 GB of training data: 0.001 s 349s Fitting gradient boosted rounds: 349s [1/50] 1 tree, 3 leaves, max depth = 2, in 0.001s 349s [2/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [3/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [4/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [5/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [6/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [7/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [8/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [9/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [10/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [11/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [12/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [13/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [14/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [15/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [16/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [17/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [18/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [19/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [20/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [21/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [22/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [23/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [24/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [25/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [26/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [27/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [28/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [29/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [30/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [31/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [32/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [33/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [34/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [35/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [36/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [37/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [38/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [39/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [40/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [41/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [42/50] 1 tree, 4 leaves, max depth = 3, in 0.001s 349s [43/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [44/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [45/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [46/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [47/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [48/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [49/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s [50/50] 1 tree, 5 leaves, max depth = 3, in 0.001s 349s Fit 50 trees in 0.039 s, (224 total leaves) 349s Time spent computing histograms: 0.005s 349s Time spent finding best splits: 0.003s 349s Time spent applying splits: 0.005s 349s Time spent predicting: 0.001s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_classification[None-None-False-5-0.0-data1] Binning 0.000 GB of training data: 0.001 s 349s Fitting gradient boosted rounds: 349s [1/50] 3 trees, 9 leaves (3 on avg), max depth = 2, in 0.001s 349s [2/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [3/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [4/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [5/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [6/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [7/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [8/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [9/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [10/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [11/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [12/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [13/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [14/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [15/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [16/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [17/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [18/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [19/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [20/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [21/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [22/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [23/50] 3 trees, 16 leaves (5 on avg), max depth = 4, in 0.002s 349s [24/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [25/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [26/50] 3 trees, 16 leaves (5 on avg), max depth = 4, in 0.002s 349s [27/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [28/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [29/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [30/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [31/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [32/50] 3 trees, 16 leaves (5 on avg), max depth = 4, in 0.002s 349s [33/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [34/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [35/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [36/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [37/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [38/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [39/50] 3 trees, 16 leaves (5 on avg), max depth = 4, in 0.002s 349s [40/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [41/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [42/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [43/50] 3 trees, 14 leaves (4 on avg), max depth = 3, in 0.002s 349s [44/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [45/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [46/50] 3 trees, 14 leaves (4 on avg), max depth = 3, in 0.002s 349s [47/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [48/50] 3 trees, 14 leaves (4 on avg), max depth = 3, in 0.002s 349s [49/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s [50/50] 3 trees, 15 leaves (5 on avg), max depth = 3, in 0.002s 349s Fit 150 trees in 0.101 s, (745 total leaves) 349s Time spent computing histograms: 0.015s 349s Time spent finding best splits: 0.008s 349s Time spent applying splits: 0.016s 349s Time spent predicting: 0.004s 349s PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_default[HistGradientBoostingClassifier-X0-y0] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_default[HistGradientBoostingClassifier-X1-y1] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_default[HistGradientBoostingRegressor-X2-y2] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_default[HistGradientBoostingRegressor-X3-y3] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_should_stop[scores0-1-0.001-False] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_should_stop[scores1-5-0.001-False] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_should_stop[scores2-5-0.001-False] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_should_stop[scores3-5-0.001-False] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_should_stop[scores4-5-0.0-False] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_should_stop[scores5-5-0.999-False] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_should_stop[scores6-5-4.99999-False] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_should_stop[scores7-5-0.0-True] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_should_stop[scores8-5-0.001-True] PASSED 349s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_should_stop[scores9-5-5-True] PASSED 350s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_absolute_error PASSED 350s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_absolute_error_sample_weight PASSED 350s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_gamma_y_positive[y0] PASSED 350s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_gamma_y_positive[y1] PASSED 351s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_gamma PASSED 351s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_quantile_asymmetric_error[0.2] PASSED 351s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_quantile_asymmetric_error[0.5] PASSED 351s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_quantile_asymmetric_error[0.8] PASSED 351s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_poisson_y_positive[y0] PASSED 351s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_poisson_y_positive[y1] PASSED 353s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_poisson PASSED 353s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_binning_train_validation_are_separated PASSED 353s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_missing_values_trivial PASSED 353s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_missing_values_resilience[0.1-0.97-0.89-classification] PASSED 353s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_missing_values_resilience[0.1-0.97-0.89-regression] PASSED 354s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_missing_values_resilience[0.2-0.93-0.81-classification] PASSED 354s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_missing_values_resilience[0.2-0.93-0.81-regression] PASSED 354s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_missing_values_resilience[0.5-0.79-0.52-classification] PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_missing_values_resilience[0.5-0.79-0.52-regression] PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_zero_division_hessians[binary_log_loss] PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_zero_division_hessians[multiclass_log_loss] PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_small_trainset PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_missing_values_minmax_imputation PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_infinite_values PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_consistent_lengths PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_infinite_values_missing_values PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_string_target_early_stopping[None] PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_string_target_early_stopping[loss] PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_zero_sample_weights_regression PASSED 355s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_zero_sample_weights_classification PASSED 356s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_sample_weight_effect[half-regression] PASSED 356s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_sample_weight_effect[half-binary_classification] PASSED 357s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_sample_weight_effect[half-multiclass_classification] PASSED 358s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_sample_weight_effect[all-regression] PASSED 358s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_sample_weight_effect[all-binary_classification] PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_sample_weight_effect[all-multiclass_classification] PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_sum_hessians_are_sample_weight[HalfSquaredError] PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_sum_hessians_are_sample_weight[AbsoluteError] PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_max_depth_max_leaf_nodes PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_on_test_set_with_warm_start PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_early_stopping_with_sample_weights PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_raw_predict_is_called_with_custom_scorer PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_single_node_trees[HistGradientBoostingClassifier] PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_single_node_trees[HistGradientBoostingRegressor] PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_custom_loss[HistGradientBoostingClassifier-loss0-X0-y0] PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_custom_loss[HistGradientBoostingRegressor-loss1-X1-y1] PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_staged_predict[HistGradientBoostingClassifier-X0-y0] PASSED 359s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_staged_predict[HistGradientBoostingRegressor-X1-y1] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_staged_predict[HistGradientBoostingClassifier-X2-y2] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[nan-True-HistGradientBoostingRegressor-False] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[nan-True-HistGradientBoostingRegressor-True] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[nan-True-HistGradientBoostingClassifier-False] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[nan-True-HistGradientBoostingClassifier-True] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[nan-False-HistGradientBoostingRegressor-False] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[nan-False-HistGradientBoostingRegressor-True] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[nan-False-HistGradientBoostingClassifier-False] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[nan-False-HistGradientBoostingClassifier-True] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[-1-True-HistGradientBoostingRegressor-False] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[-1-True-HistGradientBoostingRegressor-True] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[-1-True-HistGradientBoostingClassifier-False] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[-1-True-HistGradientBoostingClassifier-True] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[-1-False-HistGradientBoostingRegressor-False] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[-1-False-HistGradientBoostingRegressor-True] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[-1-False-HistGradientBoostingClassifier-False] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_categories_nan[-1-False-HistGradientBoostingClassifier-True] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_encoding_strategies PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors[categorical_features0-None-categorical_features\\ must\\ be\\ an\\ array\\-like\\ of\\ bool,\\ int\\ or\\ str,\\ got:\\ bytes40\\.-HistGradientBoostingClassifier] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors[categorical_features0-None-categorical_features\\ must\\ be\\ an\\ array\\-like\\ of\\ bool,\\ int\\ or\\ str,\\ got:\\ bytes40\\.-HistGradientBoostingRegressor] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors[categorical_features1-None-categorical_features\\ must\\ be\\ an\\ array\\-like\\ of\\ bool,\\ int\\ or\\ str,\\ got:\\ bytes,\\ float\\.-HistGradientBoostingClassifier] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors[categorical_features1-None-categorical_features\\ must\\ be\\ an\\ array\\-like\\ of\\ bool,\\ int\\ or\\ str,\\ got:\\ bytes,\\ float\\.-HistGradientBoostingRegressor] PASSED 360s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors[categorical_features2-None-categorical_features\\ set\\ as\\ integer\\ indices\\ must\\ be\\ in\\ \\[0,\\ n_features\\ \\-\\ 1\\]-HistGradientBoostingClassifier] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors[categorical_features2-None-categorical_features\\ set\\ as\\ integer\\ indices\\ must\\ be\\ in\\ \\[0,\\ n_features\\ \\-\\ 1\\]-HistGradientBoostingRegressor] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors[categorical_features3-None-categorical_features\\ set\\ as\\ a\\ boolean\\ mask\\ must\\ have\\ shape\\ \\(n_features,\\)-HistGradientBoostingClassifier] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors[categorical_features3-None-categorical_features\\ set\\ as\\ a\\ boolean\\ mask\\ must\\ have\\ shape\\ \\(n_features,\\)-HistGradientBoostingRegressor] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors[categorical_features4-monotonic_cst4-Categorical features cannot have monotonic constraints-HistGradientBoostingClassifier] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors[categorical_features4-monotonic_cst4-Categorical features cannot have monotonic constraints-HistGradientBoostingRegressor] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors_with_feature_names[HistGradientBoostingClassifier] SKIPPED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_errors_with_feature_names[HistGradientBoostingRegressor] SKIPPED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_no_categories[True-categorical_features0-HistGradientBoostingClassifier] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_no_categories[True-categorical_features0-HistGradientBoostingRegressor] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_no_categories[True-categorical_features1-HistGradientBoostingClassifier] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_no_categories[True-categorical_features1-HistGradientBoostingRegressor] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_no_categories[False-categorical_features0-HistGradientBoostingClassifier] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_no_categories[False-categorical_features0-HistGradientBoostingRegressor] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_no_categories[False-categorical_features1-HistGradientBoostingClassifier] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_spec_no_categories[False-categorical_features1-HistGradientBoostingRegressor] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_bad_encoding_errors[False-at index 0-HistGradientBoostingClassifier] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_bad_encoding_errors[False-at index 0-HistGradientBoostingRegressor] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_bad_encoding_errors[True-'f0'-HistGradientBoostingClassifier] SKIPPED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_bad_encoding_errors[True-'f0'-HistGradientBoostingRegressor] SKIPPED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_uint8_predict[HistGradientBoostingClassifier] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_uint8_predict[HistGradientBoostingRegressor] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_check_interaction_cst[None-931-None] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_check_interaction_cst[interaction_cst1-2-result1] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_check_interaction_cst[pairwise-2-result2] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_check_interaction_cst[pairwise-4-result3] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_check_interaction_cst[no_interactions-2-result4] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_check_interaction_cst[no_interactions-4-result5] PASSED 361s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_check_interaction_cst[interaction_cst6-6-result6] PASSED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_interaction_cst_numerically PASSED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_no_user_warning_with_scoring SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_class_weights PASSED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_unknown_category_that_are_negative PASSED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_dataframe_categorical_results_same_as_ndarray[HistGradientBoostingClassifier-pandas] SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_dataframe_categorical_results_same_as_ndarray[HistGradientBoostingClassifier-polars] SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_dataframe_categorical_results_same_as_ndarray[HistGradientBoostingRegressor-pandas] SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_dataframe_categorical_results_same_as_ndarray[HistGradientBoostingRegressor-polars] SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_dataframe_categorical_errors[HistGradientBoostingClassifier-pandas] SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_dataframe_categorical_errors[HistGradientBoostingClassifier-polars] SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_dataframe_categorical_errors[HistGradientBoostingRegressor-pandas] SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_dataframe_categorical_errors[HistGradientBoostingRegressor-polars] SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_different_order_same_model[pandas] SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_different_order_same_model[polars] SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_categorical_features_warn SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_different_bitness_pickle PASSED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_different_bitness_joblib_pickle PASSED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py::test_pandas_nullable_dtype SKIPPED 362s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_grow_tree[11-True-min_gain_to_split-0.5] PASSED 362s 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../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_min_samples_leaf[200-42-42-False-0] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_min_samples_leaf[300-55-255-True-0.1] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_min_samples_leaf[300-301-255-True-0.1] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_min_samples_leaf_root[99-50] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_min_samples_leaf_root[100-50] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_max_depth[1] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_max_depth[2] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_max_depth[3] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_input_validation PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_init_parameters_validation PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_missing_value_predict_only PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_split_on_nan_with_infinite_values PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_grow_tree_categories PASSED 363s 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../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_ohe_equivalence[equal-2-1] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_ohe_equivalence[equal-2-20] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_ohe_equivalence[equal-10-1] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_ohe_equivalence[equal-10-20] PASSED 363s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_ohe_equivalence[equal-100-1] PASSED 364s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_ohe_equivalence[equal-100-20] PASSED 364s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py::test_grower_interaction_constraints PASSED 364s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_histogram.py::test_build_histogram[_build_histogram_naive] PASSED 364s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_histogram.py::test_build_histogram[_build_histogram] PASSED 364s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_histogram.py::test_histogram_sample_order_independence PASSED 364s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_histogram.py::test_unrolled_equivalent_to_naive[True] PASSED 364s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/_hist_gradient_boosting/tests/test_histogram.py::test_unrolled_equivalent_to_naive[False] PASSED 364s 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376s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_regression_criterion[absolute_error-ExtraTreesRegressor] PASSED 377s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_regression_criterion[absolute_error-RandomForestRegressor] PASSED 377s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_regression_criterion[friedman_mse-ExtraTreesRegressor] PASSED 377s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_regression_criterion[friedman_mse-RandomForestRegressor] PASSED 377s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_poisson_vs_mse PASSED 378s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_balance_property_random_forest[poisson] PASSED 378s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_balance_property_random_forest[squared_error] PASSED 378s 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../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_importances[ExtraTreesRegressor-squared_error-float32] PASSED 380s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_importances[ExtraTreesRegressor-friedman_mse-float64] PASSED 380s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_importances[ExtraTreesRegressor-friedman_mse-float32] PASSED 380s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_importances[ExtraTreesRegressor-absolute_error-float64] PASSED 381s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_importances[ExtraTreesRegressor-absolute_error-float32] PASSED 381s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_importances[RandomForestRegressor-squared_error-float64] PASSED 381s 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../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X0-y0-0.9-array-RandomForestClassifier] PASSED 387s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X0-y0-0.9-sparse_csr-ExtraTreesClassifier] PASSED 387s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X0-y0-0.9-sparse_csr-RandomForestClassifier] PASSED 387s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X0-y0-0.9-sparse_csc-ExtraTreesClassifier] PASSED 387s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X0-y0-0.9-sparse_csc-RandomForestClassifier] PASSED 387s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X1-y1-0.65-array-ExtraTreesClassifier] PASSED 387s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X1-y1-0.65-array-RandomForestClassifier] PASSED 387s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X1-y1-0.65-sparse_csr-ExtraTreesClassifier] PASSED 388s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X1-y1-0.65-sparse_csr-RandomForestClassifier] PASSED 388s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X1-y1-0.65-sparse_csc-ExtraTreesClassifier] PASSED 388s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X1-y1-0.65-sparse_csc-RandomForestClassifier] PASSED 388s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X2-y2-0.65-array-ExtraTreesClassifier] PASSED 388s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X2-y2-0.65-array-RandomForestClassifier] PASSED 388s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X2-y2-0.65-sparse_csr-ExtraTreesClassifier] PASSED 389s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X2-y2-0.65-sparse_csr-RandomForestClassifier] PASSED 389s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X2-y2-0.65-sparse_csc-ExtraTreesClassifier] PASSED 389s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X2-y2-0.65-sparse_csc-RandomForestClassifier] PASSED 389s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X3-y3-0.18-array-ExtraTreesClassifier] PASSED 389s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X3-y3-0.18-array-RandomForestClassifier] PASSED 389s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X3-y3-0.18-sparse_csr-ExtraTreesClassifier] PASSED 389s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X3-y3-0.18-sparse_csr-RandomForestClassifier] PASSED 389s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X3-y3-0.18-sparse_csc-ExtraTreesClassifier] PASSED 389s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[True-X3-y3-0.18-sparse_csc-RandomForestClassifier] PASSED 390s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X0-y0-0.9-array-ExtraTreesClassifier] PASSED 390s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X0-y0-0.9-array-RandomForestClassifier] PASSED 390s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X0-y0-0.9-sparse_csr-ExtraTreesClassifier] PASSED 390s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X0-y0-0.9-sparse_csr-RandomForestClassifier] PASSED 390s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X0-y0-0.9-sparse_csc-ExtraTreesClassifier] PASSED 390s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X0-y0-0.9-sparse_csc-RandomForestClassifier] PASSED 390s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X1-y1-0.65-array-ExtraTreesClassifier] PASSED 390s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X1-y1-0.65-array-RandomForestClassifier] PASSED 391s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X1-y1-0.65-sparse_csr-ExtraTreesClassifier] PASSED 391s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X1-y1-0.65-sparse_csr-RandomForestClassifier] PASSED 391s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X1-y1-0.65-sparse_csc-ExtraTreesClassifier] PASSED 391s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X1-y1-0.65-sparse_csc-RandomForestClassifier] PASSED 391s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X2-y2-0.65-array-ExtraTreesClassifier] PASSED 391s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X2-y2-0.65-array-RandomForestClassifier] PASSED 392s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X2-y2-0.65-sparse_csr-ExtraTreesClassifier] PASSED 392s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X2-y2-0.65-sparse_csr-RandomForestClassifier] PASSED 392s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X2-y2-0.65-sparse_csc-ExtraTreesClassifier] PASSED 392s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X2-y2-0.65-sparse_csc-RandomForestClassifier] PASSED 392s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X3-y3-0.18-array-ExtraTreesClassifier] PASSED 392s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X3-y3-0.18-array-RandomForestClassifier] PASSED 392s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X3-y3-0.18-sparse_csr-ExtraTreesClassifier] PASSED 393s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X3-y3-0.18-sparse_csr-RandomForestClassifier] PASSED 393s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X3-y3-0.18-sparse_csc-ExtraTreesClassifier] PASSED 393s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_classifier_oob[oob_score1-X3-y3-0.18-sparse_csc-RandomForestClassifier] PASSED 393s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X0-y0-0.7-array-ExtraTreesRegressor] PASSED 393s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X0-y0-0.7-array-RandomForestRegressor] PASSED 394s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X0-y0-0.7-sparse_csr-ExtraTreesRegressor] PASSED 394s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X0-y0-0.7-sparse_csr-RandomForestRegressor] PASSED 394s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X0-y0-0.7-sparse_csc-ExtraTreesRegressor] PASSED 395s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X0-y0-0.7-sparse_csc-RandomForestRegressor] PASSED 395s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X1-y1-0.55-array-ExtraTreesRegressor] PASSED 395s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X1-y1-0.55-array-RandomForestRegressor] PASSED 395s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X1-y1-0.55-sparse_csr-ExtraTreesRegressor] PASSED 396s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X1-y1-0.55-sparse_csr-RandomForestRegressor] PASSED 396s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X1-y1-0.55-sparse_csc-ExtraTreesRegressor] PASSED 396s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[True-X1-y1-0.55-sparse_csc-RandomForestRegressor] PASSED 396s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X0-y0-0.7-array-ExtraTreesRegressor] PASSED 397s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X0-y0-0.7-array-RandomForestRegressor] PASSED 397s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X0-y0-0.7-sparse_csr-ExtraTreesRegressor] PASSED 397s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X0-y0-0.7-sparse_csr-RandomForestRegressor] PASSED 397s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X0-y0-0.7-sparse_csc-ExtraTreesRegressor] PASSED 398s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X0-y0-0.7-sparse_csc-RandomForestRegressor] PASSED 398s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X1-y1-0.55-array-ExtraTreesRegressor] PASSED 398s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X1-y1-0.55-array-RandomForestRegressor] PASSED 398s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X1-y1-0.55-sparse_csr-ExtraTreesRegressor] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X1-y1-0.55-sparse_csr-RandomForestRegressor] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X1-y1-0.55-sparse_csc-ExtraTreesRegressor] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_regressor_oob[explained_variance_score-X1-y1-0.55-sparse_csc-RandomForestRegressor] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_oob_warning[ExtraTreesClassifier] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_oob_warning[RandomForestClassifier] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_oob_warning[ExtraTreesRegressor] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_oob_warning[RandomForestRegressor] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_oob_score_requires_bootstrap[ExtraTreesClassifier] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_oob_score_requires_bootstrap[RandomForestClassifier] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_oob_score_requires_bootstrap[ExtraTreesRegressor] PASSED 399s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_oob_score_requires_bootstrap[RandomForestRegressor] PASSED 400s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_classifier_error_oob_score_multiclass_multioutput[ExtraTreesClassifier] PASSED 400s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_classifier_error_oob_score_multiclass_multioutput[RandomForestClassifier] PASSED 400s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_multioutput_integral_regression_target[ExtraTreesRegressor] PASSED 401s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_multioutput_integral_regression_target[RandomForestRegressor] PASSED 401s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_random_trees_embedding_raise_error_oob[True] PASSED 401s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_random_trees_embedding_raise_error_oob[False] PASSED 401s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_gridsearch[ExtraTreesClassifier] PASSED 401s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_gridsearch[RandomForestClassifier] PASSED 401s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_parallel[ExtraTreesClassifier] PASSED 401s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_parallel[RandomForestClassifier] PASSED 401s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_parallel[ExtraTreesRegressor] PASSED 401s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_parallel[RandomForestRegressor] PASSED 401s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_pickle[ExtraTreesClassifier] PASSED 402s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_pickle[RandomForestClassifier] PASSED 402s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_pickle[ExtraTreesRegressor] PASSED 402s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_pickle[RandomForestRegressor] PASSED 402s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_multioutput[ExtraTreesClassifier] PASSED 403s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_multioutput[RandomForestClassifier] PASSED 403s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_multioutput[ExtraTreesRegressor] PASSED 403s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_multioutput[RandomForestRegressor] PASSED 403s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_multioutput_string[ExtraTreesClassifier] PASSED 403s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_multioutput_string[RandomForestClassifier] PASSED 403s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_classes_shape[ExtraTreesClassifier] PASSED 404s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_classes_shape[RandomForestClassifier] PASSED 404s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_random_trees_dense_type PASSED 404s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_random_trees_dense_equal PASSED 404s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_random_hasher PASSED 404s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_random_hasher_sparse_data[csc_matrix] PASSED 404s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_random_hasher_sparse_data[csc_array] PASSED 404s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_parallel_train PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_distribution PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_leaf_nodes_max_depth[ExtraTreesClassifier] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_leaf_nodes_max_depth[RandomForestClassifier] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_leaf_nodes_max_depth[ExtraTreesRegressor] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_leaf_nodes_max_depth[RandomForestRegressor] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_leaf_nodes_max_depth[RandomTreesEmbedding] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_samples_split[ExtraTreesClassifier] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_samples_split[RandomForestClassifier] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_samples_split[ExtraTreesRegressor] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_samples_split[RandomForestRegressor] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_samples_split[RandomTreesEmbedding] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_samples_leaf[ExtraTreesClassifier] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_samples_leaf[RandomForestClassifier] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_samples_leaf[ExtraTreesRegressor] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_samples_leaf[RandomForestRegressor] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_samples_leaf[RandomTreesEmbedding] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_weight_fraction_leaf[ExtraTreesClassifier] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_weight_fraction_leaf[RandomForestClassifier] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_weight_fraction_leaf[ExtraTreesRegressor] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_weight_fraction_leaf[RandomForestRegressor] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_weight_fraction_leaf[RandomTreesEmbedding] PASSED 405s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[coo_matrix-ExtraTreesClassifier] PASSED 406s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[coo_matrix-RandomForestClassifier] PASSED 406s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[coo_matrix-ExtraTreesRegressor] PASSED 406s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[coo_matrix-RandomForestRegressor] PASSED 407s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[coo_matrix-RandomTreesEmbedding] PASSED 407s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[coo_array-ExtraTreesClassifier] PASSED 407s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[coo_array-RandomForestClassifier] PASSED 408s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[coo_array-ExtraTreesRegressor] PASSED 408s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[coo_array-RandomForestRegressor] PASSED 408s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[coo_array-RandomTreesEmbedding] PASSED 409s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csc_matrix-ExtraTreesClassifier] PASSED 409s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csc_matrix-RandomForestClassifier] PASSED 409s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csc_matrix-ExtraTreesRegressor] PASSED 410s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csc_matrix-RandomForestRegressor] PASSED 410s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csc_matrix-RandomTreesEmbedding] PASSED 411s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csc_array-ExtraTreesClassifier] PASSED 411s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csc_array-RandomForestClassifier] PASSED 411s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csc_array-ExtraTreesRegressor] PASSED 412s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csc_array-RandomForestRegressor] PASSED 412s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csc_array-RandomTreesEmbedding] PASSED 412s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csr_matrix-ExtraTreesClassifier] PASSED 413s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csr_matrix-RandomForestClassifier] PASSED 413s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csr_matrix-ExtraTreesRegressor] PASSED 413s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csr_matrix-RandomForestRegressor] PASSED 414s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csr_matrix-RandomTreesEmbedding] PASSED 414s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csr_array-ExtraTreesClassifier] PASSED 415s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csr_array-RandomForestClassifier] PASSED 415s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csr_array-ExtraTreesRegressor] PASSED 415s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csr_array-RandomForestRegressor] PASSED 416s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_sparse_input[csr_array-RandomTreesEmbedding] PASSED 417s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_memory_layout[float64-ExtraTreesClassifier] PASSED 418s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_memory_layout[float64-RandomForestClassifier] PASSED 420s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_memory_layout[float64-ExtraTreesRegressor] PASSED 421s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_memory_layout[float64-RandomForestRegressor] PASSED 422s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_memory_layout[float32-ExtraTreesClassifier] PASSED 424s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_memory_layout[float32-RandomForestClassifier] PASSED 425s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_memory_layout[float32-ExtraTreesRegressor] PASSED 426s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_memory_layout[float32-RandomForestRegressor] PASSED 426s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_1d_input[ExtraTreesClassifier] PASSED 426s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_1d_input[RandomForestClassifier] PASSED 426s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_1d_input[ExtraTreesRegressor] PASSED 427s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_1d_input[RandomForestRegressor] PASSED 427s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_1d_input[RandomTreesEmbedding] PASSED 428s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_class_weights[ExtraTreesClassifier] PASSED 429s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_class_weights[RandomForestClassifier] PASSED 430s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_class_weight_balanced_and_bootstrap_multi_output[ExtraTreesClassifier] PASSED 430s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_class_weight_balanced_and_bootstrap_multi_output[RandomForestClassifier] PASSED 430s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_class_weight_errors[ExtraTreesClassifier] PASSED 430s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_class_weight_errors[RandomForestClassifier] PASSED 430s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start[ExtraTreesClassifier] PASSED 430s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start[RandomForestClassifier] PASSED 430s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start[ExtraTreesRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start[RandomForestRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start[RandomTreesEmbedding] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_clear[ExtraTreesClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_clear[RandomForestClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_clear[ExtraTreesRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_clear[RandomForestRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_clear[RandomTreesEmbedding] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_smaller_n_estimators[ExtraTreesClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_smaller_n_estimators[RandomForestClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_smaller_n_estimators[ExtraTreesRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_smaller_n_estimators[RandomForestRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_smaller_n_estimators[RandomTreesEmbedding] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_equal_n_estimators[ExtraTreesClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_equal_n_estimators[RandomForestClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_equal_n_estimators[ExtraTreesRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_equal_n_estimators[RandomForestRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_equal_n_estimators[RandomTreesEmbedding] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_oob[ExtraTreesClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_oob[RandomForestClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_oob[ExtraTreesRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_warm_start_oob[RandomForestRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_oob_not_computed_twice[ExtraTreesClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_oob_not_computed_twice[RandomForestClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_oob_not_computed_twice[ExtraTreesRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_oob_not_computed_twice[RandomForestRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_dtype_convert PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_decision_path[ExtraTreesClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_decision_path[RandomForestClassifier] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_decision_path[ExtraTreesRegressor] PASSED 431s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_decision_path[RandomForestRegressor] PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_min_impurity_decrease PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_poisson_y_positive_check PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_backend_respected SKIPPED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_feature_importances_sum PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_degenerate_feature_importances PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_samples_bootstrap[ExtraTreesClassifier] PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_samples_bootstrap[RandomForestClassifier] PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_samples_bootstrap[ExtraTreesRegressor] PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_samples_bootstrap[RandomForestRegressor] PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_large_max_samples_exception[ExtraTreesClassifier] PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_large_max_samples_exception[RandomForestClassifier] PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_large_max_samples_exception[ExtraTreesRegressor] PASSED 432s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_large_max_samples_exception[RandomForestRegressor] PASSED 433s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_samples_boundary_regressors[ExtraTreesRegressor] PASSED 434s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_samples_boundary_regressors[RandomForestRegressor] PASSED 435s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_samples_boundary_classifiers[ExtraTreesClassifier] PASSED 435s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_max_samples_boundary_classifiers[RandomForestClassifier] PASSED 435s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_y_sparse[csr_matrix] PASSED 435s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_forest_y_sparse[csr_array] PASSED 435s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_little_tree_with_small_max_samples[RandomForestClassifier] PASSED 435s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_little_tree_with_small_max_samples[RandomForestRegressor] PASSED 435s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_mse_criterion_object_segfault_smoke_test[ExtraTreesRegressor] PASSED 435s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_mse_criterion_object_segfault_smoke_test[RandomForestRegressor] PASSED 435s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_random_trees_embedding_feature_names_out PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_read_only_buffer[csr_matrix] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_read_only_buffer[csr_array] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_round_samples_to_one_when_samples_too_low[balanced_subsample] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_round_samples_to_one_when_samples_too_low[None] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[ExtraTreesClassifier-True-None] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[ExtraTreesClassifier-True-1] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[ExtraTreesClassifier-False-None] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[ExtraTreesClassifier-False-1] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[RandomForestClassifier-True-None] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[RandomForestClassifier-True-1] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[RandomForestClassifier-False-None] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[RandomForestClassifier-False-1] PASSED 436s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[ExtraTreesRegressor-True-None] PASSED 437s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[ExtraTreesRegressor-True-1] PASSED 437s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[ExtraTreesRegressor-False-None] PASSED 437s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[ExtraTreesRegressor-False-1] PASSED 437s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[RandomForestRegressor-True-None] PASSED 437s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[RandomForestRegressor-True-1] PASSED 437s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[RandomForestRegressor-False-None] PASSED 437s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_estimators_samples[RandomForestRegressor-False-1] PASSED 438s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_missing_values_is_resilient[make_regression-RandomForestRegressor] PASSED 439s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_missing_values_is_resilient[make_classification-RandomForestClassifier] PASSED 439s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_missing_value_is_predictive[RandomForestClassifier] PASSED 440s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_missing_value_is_predictive[RandomForestRegressor] PASSED 440s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_forest.py::test_non_supported_criterion_raises_error_with_missing_values PASSED 440s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_exponential_n_classes_gt_2 PASSED 440s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_raise_if_init_has_no_predict_proba PASSED 440s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_classification_toy[42-log_loss] PASSED 440s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_classification_toy[42-exponential] PASSED 441s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_classification_synthetic[42-log_loss] PASSED 443s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_classification_synthetic[42-exponential] PASSED 443s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_regression_dataset[42-1.0-squared_error] PASSED 443s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_regression_dataset[42-1.0-absolute_error] PASSED 444s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_regression_dataset[42-1.0-huber] PASSED 444s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_regression_dataset[42-0.5-squared_error] PASSED 444s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_regression_dataset[42-0.5-absolute_error] PASSED 445s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_regression_dataset[42-0.5-huber] PASSED 445s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_iris[42-None-1.0] PASSED 445s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_iris[42-None-0.5] PASSED 446s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_iris[42-1-1.0] PASSED 446s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_iris[42-1-0.5] PASSED 447s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_regression_synthetic[42] PASSED 447s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_feature_importances[GradientBoostingRegressor-X0-y0] PASSED 447s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_feature_importances[GradientBoostingClassifier-X1-y1] PASSED 448s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_probability_log[42] PASSED 448s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_single_class_with_sample_weight PASSED 448s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_check_inputs_predict_stages[csc_matrix] PASSED 448s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_check_inputs_predict_stages[csc_array] PASSED 448s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_max_feature_regression[42] PASSED 448s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_feature_importance_regression[42] SKIPPED 448s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_max_features PASSED 449s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_staged_predict PASSED 449s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_staged_predict_proba PASSED 449s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_staged_functions_defensive[42-GradientBoostingClassifier] PASSED 449s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_staged_functions_defensive[42-GradientBoostingRegressor] PASSED 449s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_serialization PASSED 449s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_degenerate_targets PASSED 450s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_quantile_loss[42] PASSED 450s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_symbol_labels PASSED 450s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_float_class_labels PASSED 450s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_shape_y PASSED 450s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_mem_layout PASSED 450s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_improvement[GradientBoostingClassifier] PASSED 450s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_improvement[GradientBoostingRegressor] PASSED 451s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_scores[GradientBoostingClassifier] PASSED 451s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_scores[GradientBoostingRegressor] PASSED 451s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_attributes_error[GradientBoostingClassifier-oob_improvement_] PASSED 451s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_attributes_error[GradientBoostingClassifier-oob_scores_] PASSED 451s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_attributes_error[GradientBoostingClassifier-oob_score_] PASSED 451s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_attributes_error[GradientBoostingRegressor-oob_improvement_] PASSED 452s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_attributes_error[GradientBoostingRegressor-oob_scores_] PASSED 452s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_attributes_error[GradientBoostingRegressor-oob_score_] PASSED 452s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_oob_multilcass_iris PASSED 452s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_verbose_output PASSED 452s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_more_verbose_output PASSED 453s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start[42-GradientBoostingClassifier] PASSED 453s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start[42-GradientBoostingRegressor] PASSED 454s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start_n_estimators[42-GradientBoostingClassifier] PASSED 454s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start_n_estimators[42-GradientBoostingRegressor] PASSED 454s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start_max_depth[GradientBoostingClassifier] PASSED 454s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start_max_depth[GradientBoostingRegressor] PASSED 455s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start_clear[GradientBoostingClassifier] PASSED 455s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start_clear[GradientBoostingRegressor] PASSED 455s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start_state_oob_scores[GradientBoostingClassifier] PASSED 456s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start_state_oob_scores[GradientBoostingRegressor] PASSED 456s ../../../usr/lib/python3/dist-packages/sklearn/ensemble/tests/test_gradient_boosting.py::test_warm_start_smaller_n_estimators[GradientBoostingClassifier] PASSED 456s 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'word'-CountVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_unused_parameters_warn[None--None-ngram_range1-None-char-'tokenizer'-'analyzer'-!= 'word'-HashingVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_unused_parameters_warn[None--None-ngram_range1-None-char-'tokenizer'-'analyzer'-!= 'word'-TfidfVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_unused_parameters_warn[None--None-ngram_range2-\\w+-word-'token_pattern'-'tokenizer'-is not None-CountVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_unused_parameters_warn[None--None-ngram_range2-\\w+-word-'token_pattern'-'tokenizer'-is not None-HashingVectorizer] PASSED 518s 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../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_unused_parameters_warn[None-None-None-ngram_range4-None--'ngram_range'-'analyzer'-is callable-CountVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_unused_parameters_warn[None-None-None-ngram_range4-None--'ngram_range'-'analyzer'-is callable-HashingVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_unused_parameters_warn[None-None-None-ngram_range4-None--'ngram_range'-'analyzer'-is callable-TfidfVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_unused_parameters_warn[None-None-None-ngram_range5-\\w+-char-'token_pattern'-'analyzer'-!= 'word'-CountVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_unused_parameters_warn[None-None-None-ngram_range5-\\w+-char-'token_pattern'-'analyzer'-!= 'word'-HashingVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_unused_parameters_warn[None-None-None-ngram_range5-\\w+-char-'token_pattern'-'analyzer'-!= 'word'-TfidfVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_n_features_in[HashingVectorizer-X0] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_n_features_in[CountVectorizer-X1] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_tie_breaking_sample_order_invariance PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_nonnegative_hashing_vectorizer_result_indices PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_vectorizers_do_not_have_set_output[CountVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_vectorizers_do_not_have_set_output[TfidfVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_vectorizers_do_not_have_set_output[TfidfTransformer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_extraction/tests/test_text.py::test_vectorizers_do_not_have_set_output[HashingVectorizer] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_selection/tests/test_base.py::test_transform_dense PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_selection/tests/test_base.py::test_transform_sparse[csc_matrix] PASSED 518s ../../../usr/lib/python3/dist-packages/sklearn/feature_selection/tests/test_base.py::test_transform_sparse[csc_array] 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../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[True-mean-sparse] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[True-median-array] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[True-median-sparse] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[True-most_frequent-array] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[True-most_frequent-sparse] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-mean-array] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-mean-sparse] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-median-array] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-median-sparse] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-most_frequent-array] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-most_frequent-sparse] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_impute.py::test_simple_imputer_constant_fill_value_casting PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_shape[1-uniform] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_shape[1-distance] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_shape[2-uniform] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_shape[2-distance] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_shape[3-uniform] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_shape[3-distance] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_shape[4-uniform] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_shape[4-distance] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_shape[5-uniform] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_shape[5-distance] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_default_with_invalid_input[nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_default_with_invalid_input[-1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_removes_all_na_features[nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_removes_all_na_features[-1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_zero_nan_imputes_the_same[nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_zero_nan_imputes_the_same[-1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_verify[nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_verify[-1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_one_n_neighbors[nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_one_n_neighbors[-1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_all_samples_are_neighbors[nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_all_samples_are_neighbors[-1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_weight_uniform[nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_weight_uniform[-1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_weight_distance[nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_weight_distance[-1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_callable_metric PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_with_simple_example[-1-None] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_with_simple_example[-1-0] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_with_simple_example[nan-None] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_with_simple_example[nan-0] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_not_enough_valid_distances[uniform--1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_not_enough_valid_distances[uniform-nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_not_enough_valid_distances[distance--1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_not_enough_valid_distances[distance-nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_drops_all_nan_features[-1] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_drops_all_nan_features[nan] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_distance_weighted_not_enough_neighbors[-1-None] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_distance_weighted_not_enough_neighbors[-1-0] PASSED 561s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_distance_weighted_not_enough_neighbors[nan-None] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_imputer_distance_weighted_not_enough_neighbors[nan-0] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_tags[-1-False] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/impute/tests/test_knn.py::test_knn_tags[nan-True] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_input_data_dimension PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_check_boundary_response_method_error PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_check_boundary_response_method[estimator0-predict-None-predict] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_check_boundary_response_method[estimator1-auto-None-predict] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_check_boundary_response_method[estimator2-predict-None-predict] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_check_boundary_response_method[estimator3-auto-None-predict] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_check_boundary_response_method[estimator4-predict_proba-0-predict_proba] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_check_boundary_response_method[estimator5-decision_function-0-decision_function] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_check_boundary_response_method[estimator6-auto-None-expected_prediction_method6] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_check_boundary_response_method[estimator7-predict-None-predict] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_check_boundary_response_method[estimator8-response_method8-None-expected_prediction_method8] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multiclass_error[predict_proba] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multiclass_error[decision_function] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multiclass[auto] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multiclass[predict] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_input_validation_errors[kwargs0-plot_method must be one of contourf, contour, pcolormesh. Got hello_world instead.] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_input_validation_errors[kwargs1-grid_resolution must be greater than 1. Got 1 instead] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_input_validation_errors[kwargs2-grid_resolution must be greater than 1. Got -1 instead] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_input_validation_errors[kwargs3-eps must be greater than or equal to 0. Got -1.1 instead] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_display_plot_input_error PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_classifier[contourf-auto] PASSED 562s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_classifier[contourf-predict] PASSED 563s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_classifier[contourf-predict_proba] PASSED 563s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_classifier[contourf-decision_function] PASSED 563s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_classifier[contour-auto] PASSED 563s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_classifier[contour-predict] PASSED 563s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_classifier[contour-predict_proba] PASSED 563s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_classifier[contour-decision_function] PASSED 563s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_outlier_detector[contourf-auto] PASSED 563s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_outlier_detector[contourf-predict] PASSED 563s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_outlier_detector[contourf-decision_function] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_outlier_detector[contour-auto] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_outlier_detector[contour-predict] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_outlier_detector[contour-decision_function] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_regressor[contourf-auto] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_regressor[contourf-predict] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_regressor[contour-auto] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_regressor[contour-predict] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_error_bad_response[predict_proba-MyClassifier has none of the following attributes: predict_proba] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_error_bad_response[decision_function-MyClassifier has none of the following attributes: decision_function] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_error_bad_response[auto-MyClassifier has none of the following attributes: decision_function, predict_proba, predict] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_error_bad_response[bad_method-MyClassifier has none of the following attributes: bad_method] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multilabel_classifier_error[auto] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multilabel_classifier_error[predict] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multilabel_classifier_error[predict_proba] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multi_output_multi_class_classifier_error[auto] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multi_output_multi_class_classifier_error[predict] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multi_output_multi_class_classifier_error[predict_proba] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_multioutput_regressor_error PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_regressor_unsupported_response[predict_proba] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_regressor_unsupported_response[decision_function] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_regressor_unsupported_response[response_method2] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_dataframe_labels_used SKIPPED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_string_target PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_dataframe_support SKIPPED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_class_of_interest_binary[predict_proba] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_class_of_interest_binary[decision_function] PASSED 564s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_class_of_interest_multiclass[predict_proba] PASSED 565s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_class_of_interest_multiclass[decision_function] PASSED 565s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_boundary_decision_display.py::test_subclass_named_constructors_return_type_is_subclass PASSED 565s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence[10] PASSED 565s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence[20] PASSED 565s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[average-False-None-shape0] PASSED 565s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[individual-False-None-shape1] PASSED 565s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[both-False-None-shape2] PASSED 565s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[individual-False-20-shape3] PASSED 565s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[both-False-20-shape4] PASSED 566s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[individual-False-0.5-shape5] PASSED 566s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[both-False-0.5-shape6] PASSED 566s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[average-True-None-shape7] PASSED 566s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[individual-True-None-shape8] PASSED 566s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[both-True-None-shape9] PASSED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[individual-True-20-shape10] PASSED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_kind[both-True-20-shape11] PASSED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[dataframe-None] SKIPPED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[dataframe-list] SKIPPED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[list-list] PASSED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[array-list] PASSED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[dataframe-array] SKIPPED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[list-array] PASSED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[array-array] PASSED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[dataframe-series] SKIPPED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[list-series] SKIPPED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[array-series] SKIPPED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[dataframe-index] SKIPPED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[list-index] SKIPPED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_str_features[array-index] SKIPPED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_custom_axes PASSED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_passing_numpy_axes[average-1] PASSED 567s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_passing_numpy_axes[individual-50] PASSED 568s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_passing_numpy_axes[both-51] PASSED 568s ../../../usr/lib/python3/dist-packages/sklearn/inspection/_plot/tests/test_plot_partial_dependence.py::test_plot_partial_dependence_incorrent_num_axes[2-2] PASSED 568s 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../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator1-False-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator2-True-lbfgs] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator2-True-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator2-False-lbfgs] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator2-False-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator3-True-lbfgs] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator3-True-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator3-False-lbfgs] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator3-False-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator4-True-lbfgs] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator4-True-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator4-False-lbfgs] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator4-False-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator5-True-lbfgs] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator5-True-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator5-False-lbfgs] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_glm_log_regression[estimator5-False-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_warm_start[42-True-lbfgs] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_warm_start[42-True-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_warm_start[42-False-lbfgs] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_warm_start[42-False-newton-cholesky] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_normal_ridge_comparison[None-True-100-10] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_normal_ridge_comparison[None-True-10-100] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_normal_ridge_comparison[None-False-100-10] PASSED 659s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_normal_ridge_comparison[None-False-10-100] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_normal_ridge_comparison[True-True-100-10] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_normal_ridge_comparison[True-True-10-100] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_normal_ridge_comparison[True-False-100-10] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_normal_ridge_comparison[True-False-10-100] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_poisson_glmnet[lbfgs] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_poisson_glmnet[newton-cholesky] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_convergence_warning PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_link_argument[identity-IdentityLink] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_link_argument[log-LogLink] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_link_auto[0-IdentityLink] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_link_auto[1-LogLink] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_link_auto[2-LogLink] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_link_auto[3-LogLink] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_score[log-0] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_score[log-1] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_score[log-1.5] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_score[log-2] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_score[log-3] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_score[identity-0] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_score[identity-1] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_score[identity-1.5] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_score[identity-2] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tweedie_score[identity-3] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tags[estimator0-True] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tags[estimator1-True] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tags[estimator2-True] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_tags[estimator3-False] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_linalg_warning_with_newton_solver[42] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_newton_solver_verbosity[0] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_newton_solver_verbosity[1] RUNNING THE L-BFGS-B CODE 660s 660s * * * 660s 660s Machine precision = 2.220D-16 660s N = 2 M = 10 660s This problem is unconstrained. 660s 660s * * * 660s 660s Tit = total number of iterations 660s Tnf = total number of function evaluations 660s Tnint = total number of segments explored during Cauchy searches 660s Skip = number of BFGS updates skipped 660s Nact = number of active bounds at final generalized Cauchy point 660s Projg = norm of the final projected gradient 660s F = final function value 660s 660s * * * 660s 660s N Tit Tnf Tnint Skip Nact Projg F 660s 2 5 7 1 0 0 5.264D-05 -3.750D-01 660s 660s CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL 660s PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/_glm/tests/test_glm.py::test_newton_solver_verbosity[2] RUNNING THE L-BFGS-B CODE 660s 660s * * * 660s 660s Machine precision = 2.220D-16 660s N = 2 M = 10 660s This problem is unconstrained. 660s 660s At X0 0 variables are exactly at the bounds 660s 660s At iterate 0 f= -2.66378D-01 |proj g|= 1.16272D-01 660s 660s At iterate 1 f= -3.72773D-01 |proj g|= 3.44540D-02 660s 660s At iterate 2 f= -3.74743D-01 |proj g|= 1.18567D-02 660s 660s At iterate 3 f= -3.74922D-01 |proj g|= 5.40689D-03 660s 660s At iterate 4 f= -3.75000D-01 |proj g|= 4.08881D-04 660s 660s At iterate 5 f= -3.75000D-01 |proj g|= 5.26385D-05 660s 660s * * * 660s 660s Tit = total number of iterations 660s Tnf = total number of function evaluations 660s Tnint = total number of segments explored during Cauchy searches 660s Skip = number of BFGS updates skipped 660s Nact = number of active bounds at final generalized Cauchy point 660s Projg = norm of the final projected gradient 660s F = final function value 660s 660s * * * 660s 660s N Tit Tnf Tnint Skip Nact Projg F 660s 2 5 7 1 0 0 5.264D-05 -3.750D-01 660s F = -0.37499999475400758 660s 660s CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL 660s PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weights[42-True-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weights[42-True-csr_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weights[42-True-csr_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weights[42-False-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weights[42-False-csr_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weights[42-False-csr_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_raises_value_error_if_positive_and_sparse PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_raises_value_error_if_sample_weights_greater_than_1d[2-3] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_raises_value_error_if_sample_weights_greater_than_1d[3-2] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_fit_intercept PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sparse[42] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sparse_equal_dense[csr_matrix-True] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sparse_equal_dense[csr_matrix-False] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sparse_equal_dense[csr_array-True] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sparse_equal_dense[csr_array-False] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_multiple_outcome PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sparse_multiple_outcome[42-coo_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sparse_multiple_outcome[42-coo_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_positive PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_positive_multiple_outcome[42] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_positive_vs_nonpositive[42] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_positive_vs_nonpositive_when_positive[42] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_inplace_data_preprocessing[42-True-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_inplace_data_preprocessing[42-True-csr_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_inplace_data_preprocessing[42-True-csr_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_inplace_data_preprocessing[42-False-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_inplace_data_preprocessing[42-False-csr_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_inplace_data_preprocessing[42-False-csr_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_pd_sparse_dataframe_warning SKIPPED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_data[42] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_data_multioutput[42-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_data_multioutput[42-csc_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_data_multioutput[42-csc_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_data_weighted[42-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_data_weighted[42-csr_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_data_weighted[42-csr_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_sparse_preprocess_data_offsets[42-lil_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_sparse_preprocess_data_offsets[42-lil_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_csr_preprocess_data[csr_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_csr_preprocess_data[csr_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_copy_data_no_checks[True-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_copy_data_no_checks[True-csr_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_copy_data_no_checks[True-csr_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_copy_data_no_checks[False-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_copy_data_no_checks[False-csr_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_preprocess_copy_data_no_checks[False-csr_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_dtype_preprocess_data[42] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_rescale_data[42-None-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_rescale_data[42-None-2] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_rescale_data[42-csr_matrix-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_rescale_data[42-csr_matrix-2] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_rescale_data[42-csr_array-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_rescale_data[42-csr_array-2] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_fused_types_make_dataset[csr_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_fused_types_make_dataset[csr_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weight_consistency[42-False-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weight_consistency[42-False-csr_matrix] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weight_consistency[42-False-csr_array] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weight_consistency[42-True-None] PASSED 660s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_base.py::test_linear_regression_sample_weight_consistency[42-True-csr_matrix] PASSED 660s 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../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[saga-The max_iter was reached which means the coef_ did not converge-ovr-max_iter3] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[saga-The max_iter was reached which means the coef_ did not converge-multinomial-max_iter0] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[saga-The max_iter was reached which means the coef_ did not converge-multinomial-max_iter1] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[saga-The max_iter was reached which means the coef_ did not converge-multinomial-max_iter2] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[saga-The max_iter was reached which means the coef_ did not converge-multinomial-max_iter3] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[lbfgs-lbfgs failed to converge-ovr-max_iter0] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[lbfgs-lbfgs failed to converge-ovr-max_iter1] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[lbfgs-lbfgs failed to converge-ovr-max_iter2] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[lbfgs-lbfgs failed to converge-ovr-max_iter3] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[lbfgs-lbfgs failed to converge-multinomial-max_iter0] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_max_iter[lbfgs-lbfgs failed to converge-multinomial-max_iter1] PASSED 678s 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iterations-multinomial-max_iter3] SKIPPED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_n_iter[lbfgs] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_n_iter[liblinear] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_n_iter[newton-cg] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_n_iter[newton-cholesky] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_n_iter[sag] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_n_iter[saga] PASSED 678s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_logistic.py::test_warm_start[ovr-True-True-lbfgs] PASSED 678s 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../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[long-42-False-cholesky] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[long-42-False-lsqr] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[long-42-False-sag] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[long-42-False-saga] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-True-svd] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-True-sparse_cg] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-True-cholesky] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-True-lsqr] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-True-sag] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-True-saga] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-False-svd] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-False-sparse_cg] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-False-cholesky] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-False-lsqr] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-False-sag] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_hstacked_X[wide-42-False-saga] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-True-svd] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-True-sparse_cg] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-True-cholesky] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-True-lsqr] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-True-sag] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-True-saga] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-False-svd] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-False-sparse_cg] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-False-cholesky] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-False-lsqr] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-False-sag] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[long-42-False-saga] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-True-svd] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-True-sparse_cg] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-True-cholesky] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-True-lsqr] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-True-sag] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-True-saga] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-False-svd] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-False-sparse_cg] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-False-cholesky] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-False-lsqr] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-False-sag] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_vstacked_X[wide-42-False-saga] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-True-svd] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-True-sparse_cg] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-True-cholesky] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-True-lsqr] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-True-sag] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-True-saga] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-False-svd] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-False-sparse_cg] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-False-cholesky] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-False-lsqr] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-False-sag] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[long-42-False-saga] PASSED 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-True-svd] XFAIL 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-True-sparse_cg] XFAIL 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-True-cholesky] XFAIL 691s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-True-lsqr] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-True-sag] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-True-saga] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-False-svd] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-False-sparse_cg] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-False-cholesky] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-False-lsqr] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-False-sag] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-False-saga] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-True-svd] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-True-sparse_cg] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-True-cholesky] SKIPPED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-True-lsqr] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-True-sag] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-True-saga] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-False-svd] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-False-sparse_cg] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-False-cholesky] SKIPPED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-False-lsqr] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-False-sag] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[long-42-False-saga] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-True-svd] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-True-sparse_cg] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-True-cholesky] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-True-lsqr] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-True-sag] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-True-saga] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-False-svd] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-False-sparse_cg] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-False-cholesky] SKIPPED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-False-lsqr] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-False-sag] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-False-saga] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-True-svd] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-True-sparse_cg] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-True-cholesky] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-True-lsqr] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-True-sag] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-True-saga] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-False-svd] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-False-sparse_cg] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-False-cholesky] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-False-lsqr] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-False-sag] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[long-42-False-saga] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-True-svd] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-True-sparse_cg] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-True-cholesky] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-True-lsqr] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-True-sag] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-True-saga] XFAIL 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-False-svd] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-False-sparse_cg] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-False-cholesky] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-False-lsqr] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-False-sag] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-False-saga] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_sample_weights[long-42-1.0-None-True-svd] PASSED 692s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_sample_weights[long-42-1.0-None-True-sparse_cg] PASSED 692s 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PASSED 699s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape1-30.0-False-X_shape1-csr_array-svd] PASSED 699s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape1-30.0-False-X_shape1-csr_array-eigen] PASSED 699s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-True-X_shape0-asarray-svd] PASSED 699s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-True-X_shape0-asarray-eigen] PASSED 699s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-True-X_shape0-csr_matrix-svd] PASSED 699s 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PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-True-X_shape1-csr_matrix-eigen] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-True-X_shape1-csr_array-svd] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-True-X_shape1-csr_array-eigen] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape0-asarray-svd] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape0-asarray-eigen] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape0-csr_matrix-svd] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape0-csr_matrix-eigen] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape0-csr_array-svd] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape0-csr_array-eigen] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape1-asarray-svd] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape1-asarray-eigen] PASSED 700s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape1-csr_matrix-svd] PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape1-csr_matrix-eigen] PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape1-csr_array-svd] PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_vs_ridge_loo_cv[y_shape2-150.0-False-X_shape1-csr_array-eigen] PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_loo_cv_asym_scoring PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-8-asarray-svd] PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-8-asarray-eigen] PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-8-csr_matrix-svd] PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-8-csr_matrix-eigen] PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-8-csr_array-svd] PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-8-csr_array-eigen] PASSED 701s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-20-asarray-svd] PASSED 702s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-20-asarray-eigen] PASSED 702s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-20-csr_matrix-svd] PASSED 702s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-20-csr_matrix-eigen] PASSED 702s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-20-csr_array-svd] PASSED 702s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape0-True-1.0-20-csr_array-eigen] PASSED 702s 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../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape1-True-20.0-20-asarray-svd] PASSED 703s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape1-True-20.0-20-asarray-eigen] PASSED 703s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape1-True-20.0-20-csr_matrix-svd] PASSED 703s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape1-True-20.0-20-csr_matrix-eigen] PASSED 703s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape1-True-20.0-20-csr_array-svd] PASSED 703s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape1-True-20.0-20-csr_array-eigen] PASSED 703s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape2-True-150.0-8-asarray-svd] PASSED 703s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape2-True-150.0-8-asarray-eigen] PASSED 704s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape2-True-150.0-8-csr_matrix-svd] PASSED 704s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape2-True-150.0-8-csr_matrix-eigen] PASSED 704s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape2-True-150.0-8-csr_array-svd] PASSED 704s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape2-True-150.0-8-csr_array-eigen] PASSED 704s 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../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-8-asarray-svd] PASSED 705s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-8-asarray-eigen] PASSED 705s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-8-csr_matrix-svd] PASSED 705s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-8-csr_matrix-eigen] PASSED 705s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-8-csr_array-svd] PASSED 705s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-8-csr_array-eigen] PASSED 705s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-20-asarray-svd] PASSED 705s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-20-asarray-eigen] PASSED 705s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-20-csr_matrix-svd] PASSED 705s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-20-csr_matrix-eigen] PASSED 705s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-20-csr_array-svd] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_sample_weights[y_shape3-False-30.0-20-csr_array-eigen] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[None-svd-eigen-None] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[None-svd-eigen-csr_matrix] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[None-svd-eigen-csr_array] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[auto-svd-eigen-None] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[auto-svd-eigen-csr_matrix] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[auto-svd-eigen-csr_array] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[eigen-eigen-eigen-None] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[eigen-eigen-eigen-csr_matrix] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[eigen-eigen-eigen-csr_array] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[svd-svd-svd-None] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[svd-svd-svd-csr_matrix] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_check_gcv_mode_choice[svd-svd-svd-csr_array] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_cv_values_not_stored[ridge0-make_regression] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_gcv_cv_values_not_stored[ridge1-make_classification] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_best_score[None-ridge0-make_regression] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_best_score[None-ridge1-make_classification] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_best_score[3-ridge0-make_regression] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_best_score[3-ridge1-make_classification] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_cv_individual_penalties PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[None-None-None] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[None-None-accuracy] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[None-None-_accuracy_callable] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[None-cv1-None] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[None-cv1-accuracy] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[None-cv1-_accuracy_callable] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_matrix-None-None] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_matrix-None-accuracy] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_matrix-None-_accuracy_callable] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_matrix-cv1-None] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_matrix-cv1-accuracy] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_matrix-cv1-_accuracy_callable] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_array-None-None] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_array-None-accuracy] PASSED 706s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_array-None-_accuracy_callable] PASSED 707s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_array-cv1-None] PASSED 707s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_array-cv1-accuracy] PASSED 707s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_with_scoring[csr_array-cv1-_accuracy_callable] PASSED 707s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_custom_scoring[None-None] PASSED 707s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_custom_scoring[None-cv1] PASSED 707s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_custom_scoring[csr_matrix-None] PASSED 707s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_custom_scoring[csr_matrix-cv1] PASSED 707s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_custom_scoring[csr_array-None] PASSED 707s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_custom_scoring[csr_array-cv1] PASSED 707s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dense_sparse[csr_matrix-_test_ridge_loo] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dense_sparse[csr_matrix-_test_ridge_cv] PASSED 708s 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../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dense_sparse[csr_array-_test_multi_ridge_diabetes] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dense_sparse[csr_array-_test_ridge_classifiers] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dense_sparse[csr_array-_test_tolerance] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_class_weights PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_class_weight_vs_sample_weight[RidgeClassifier] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_class_weight_vs_sample_weight[RidgeClassifierCV] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_class_weights_cv PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridgecv_store_cv_values[None] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridgecv_store_cv_values[neg_mean_squared_error] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridgecv_store_cv_values[_mean_squared_error_callable] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_cv_store_cv_values[None] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_cv_store_cv_values[accuracy] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_classifier_cv_store_cv_values[_accuracy_callable] PASSED 708s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridgecv_alphas_conversion[RidgeCV] PASSED 708s 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../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[saga-array-sample_weight1-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[saga-csr_matrix-None-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[saga-csr_matrix-None-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[saga-csr_matrix-sample_weight1-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[saga-csr_matrix-sample_weight1-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[saga-csr_array-None-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[saga-csr_array-None-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[saga-csr_array-sample_weight1-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[saga-csr_array-sample_weight1-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-array-None-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-array-None-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-array-sample_weight1-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-array-sample_weight1-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-csr_matrix-None-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-csr_matrix-None-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-csr_matrix-sample_weight1-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-csr_matrix-sample_weight1-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-csr_array-None-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-csr_array-None-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-csr_array-sample_weight1-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_check_arguments_validity[lbfgs-csr_array-sample_weight1-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dtype_match[svd] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dtype_match[sparse_cg] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dtype_match[cholesky] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dtype_match[lsqr] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dtype_match[sag] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dtype_match[saga] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dtype_match[lbfgs] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_dtype_match_cholesky PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_dtype_stability[0-svd] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_dtype_stability[0-cholesky] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_dtype_stability[0-lsqr] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_dtype_stability[0-sparse_cg] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_dtype_stability[0-sag] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_dtype_stability[0-saga] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_regression_dtype_stability[0-lbfgs] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sag_with_X_fortran PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridgeclassifier_multilabel[RidgeClassifier-params0] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridgeclassifier_multilabel[RidgeClassifierCV-params1] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridgeclassifier_multilabel[RidgeClassifierCV-params2] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.001-True-auto] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.001-True-lbfgs] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.001-False-auto] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.001-False-lbfgs] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.01-True-auto] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.01-True-lbfgs] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.01-False-auto] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.01-False-lbfgs] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.1-True-auto] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.1-True-lbfgs] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.1-False-auto] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[0.1-False-lbfgs] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[1.0-True-auto] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[1.0-True-lbfgs] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[1.0-False-auto] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_regression_test[1.0-False-lbfgs] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_ground_truth_positive_test[0.001-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_ground_truth_positive_test[0.001-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_ground_truth_positive_test[0.01-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_ground_truth_positive_test[0.01-False] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_ground_truth_positive_test[0.1-True] PASSED 709s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_ground_truth_positive_test[0.1-False] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_ground_truth_positive_test[1.0-True] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_ground_truth_positive_test[1.0-False] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_error_test[svd] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_error_test[cholesky] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_error_test[lsqr] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_error_test[sparse_cg] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_error_test[sag] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_positive_error_test[saga] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_positive_ridge_loss[0.001] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_positive_ridge_loss[0.01] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_positive_ridge_loss[0.1] PASSED 710s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_positive_ridge_loss[1.0] PASSED 711s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_lbfgs_solver_consistency[0.001] PASSED 712s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_lbfgs_solver_consistency[0.01] PASSED 712s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_lbfgs_solver_consistency[0.1] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_lbfgs_solver_consistency[1.0] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_lbfgs_solver_error PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-tall-None-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-tall-None-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-tall-csr_matrix-False] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-tall-csr_matrix-True] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-tall-csr_array-False] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-tall-csr_array-True] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-wide-None-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-wide-None-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-wide-csr_matrix-False] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-wide-csr_matrix-True] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-wide-csr_array-False] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-svd-wide-csr_array-True] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-tall-None-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-tall-None-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-tall-csr_matrix-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-tall-csr_matrix-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-tall-csr_array-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-tall-csr_array-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-wide-None-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-wide-None-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-wide-csr_matrix-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-wide-csr_matrix-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-wide-csr_array-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sparse_cg-wide-csr_array-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-tall-None-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-tall-None-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-tall-csr_matrix-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-tall-csr_matrix-True] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-tall-csr_array-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-tall-csr_array-True] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-wide-None-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-wide-None-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-wide-csr_matrix-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-wide-csr_matrix-True] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-wide-csr_array-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-cholesky-wide-csr_array-True] SKIPPED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-tall-None-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-tall-None-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-tall-csr_matrix-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-tall-csr_matrix-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-tall-csr_array-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-tall-csr_array-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-wide-None-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-wide-None-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-wide-csr_matrix-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-wide-csr_matrix-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-wide-csr_array-False] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lsqr-wide-csr_array-True] PASSED 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-tall-None-False] XFAIL 713s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-tall-None-True] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-tall-csr_matrix-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-tall-csr_matrix-True] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-tall-csr_array-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-tall-csr_array-True] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-wide-None-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-wide-None-True] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-wide-csr_matrix-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-wide-csr_matrix-True] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-wide-csr_array-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-sag-wide-csr_array-True] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-tall-None-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-tall-None-True] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-tall-csr_matrix-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-tall-csr_matrix-True] SKIPPED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-tall-csr_array-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-tall-csr_array-True] SKIPPED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-wide-None-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-wide-None-True] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-wide-csr_matrix-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-wide-csr_matrix-True] SKIPPED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-wide-csr_array-False] XFAIL 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-saga-wide-csr_array-True] SKIPPED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-tall-None-False] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-tall-None-True] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-tall-csr_matrix-False] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-tall-csr_matrix-True] PASSED 714s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-tall-csr_array-False] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-tall-csr_array-True] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-wide-None-False] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-wide-None-True] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-wide-csr_matrix-False] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-wide-csr_matrix-True] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-wide-csr_array-False] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_ridge.py::test_ridge_sample_weight_consistency[42-lbfgs-wide-csr_array-True] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_classifier_matching PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_regressor_matching PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_pobj_matches_logistic_regression[csr_matrix] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_pobj_matches_logistic_regression[csr_array] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_pobj_matches_ridge_regression[csr_matrix] PASSED 715s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_pobj_matches_ridge_regression[csr_array] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_regressor_computed_correctly[csr_matrix] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_regressor_computed_correctly[csr_array] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_get_auto_step_size PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_regressor[csr_matrix-0] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_regressor[csr_matrix-1] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_regressor[csr_matrix-2] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_regressor[csr_array-0] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_regressor[csr_array-1] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_regressor[csr_array-2] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_classifier_computed_correctly[csr_matrix] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_classifier_computed_correctly[csr_array] PASSED 716s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_multiclass_computed_correctly[csr_matrix] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_multiclass_computed_correctly[csr_array] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_classifier_results[csr_matrix] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_classifier_results[csr_array] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_binary_classifier_class_weight[csr_matrix] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_binary_classifier_class_weight[csr_array] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_multiclass_classifier_class_weight[csr_matrix] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_multiclass_classifier_class_weight[csr_array] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_classifier_single_class PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_step_size_alpha_error PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_multinomial_loss PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_multinomial_loss_ground_truth PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_classifier_raises_error[sag] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sag.py::test_sag_classifier_raises_error[saga] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[constant-SGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[constant-SparseSGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[constant-SGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[constant-SparseSGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[optimal-SGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[optimal-SparseSGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[optimal-SGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[optimal-SparseSGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[invscaling-SGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[invscaling-SparseSGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[invscaling-SGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[invscaling-SparseSGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[adaptive-SGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[adaptive-SparseSGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[adaptive-SGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_warm_start[adaptive-SparseSGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_input_format[SGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_input_format[SparseSGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_input_format[SGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_input_format[SparseSGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_clone[SGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_clone[SparseSGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_clone[SGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_clone[SparseSGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_plain_has_no_average_attr[SGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_plain_has_no_average_attr[SparseSGDClassifier] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_plain_has_no_average_attr[SGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_plain_has_no_average_attr[SparseSGDRegressor] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_plain_has_no_average_attr[SGDOneClassSVM] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_plain_has_no_average_attr[SparseSGDOneClassSVM] PASSED 717s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_late_onset_averaging_not_reached[SGDClassifier] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_late_onset_averaging_not_reached[SparseSGDClassifier] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_late_onset_averaging_not_reached[SGDRegressor] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_late_onset_averaging_not_reached[SparseSGDRegressor] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_late_onset_averaging_not_reached[SGDOneClassSVM] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_late_onset_averaging_not_reached[SparseSGDOneClassSVM] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_late_onset_averaging_reached[SGDClassifier] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_late_onset_averaging_reached[SparseSGDClassifier] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_late_onset_averaging_reached[SGDRegressor] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_late_onset_averaging_reached[SparseSGDRegressor] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_early_stopping[SGDClassifier] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_early_stopping[SparseSGDClassifier] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_early_stopping[SGDRegressor] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_early_stopping[SparseSGDRegressor] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_adaptive_longer_than_constant[SGDClassifier] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_adaptive_longer_than_constant[SparseSGDClassifier] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_adaptive_longer_than_constant[SGDRegressor] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_adaptive_longer_than_constant[SparseSGDRegressor] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_validation_set_not_used_for_training[SGDClassifier] PASSED 718s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_validation_set_not_used_for_training[SparseSGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_validation_set_not_used_for_training[SGDRegressor] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_validation_set_not_used_for_training[SparseSGDRegressor] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_n_iter_no_change[SGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_n_iter_no_change[SparseSGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_n_iter_no_change[SGDRegressor] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_n_iter_no_change[SparseSGDRegressor] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_not_enough_sample_for_early_stopping[SGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_not_enough_sample_for_early_stopping[SparseSGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_not_enough_sample_for_early_stopping[SGDRegressor] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_not_enough_sample_for_early_stopping[SparseSGDRegressor] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_sgd_clf[SGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_sgd_clf[SparseSGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_provide_coef[SGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_provide_coef[SparseSGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_provide_coef[SGDOneClassSVM] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_provide_coef[SparseSGDOneClassSVM] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_set_intercept_offset[SGDClassifier-fit_params0] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_set_intercept_offset[SparseSGDClassifier-fit_params1] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_set_intercept_offset[SGDOneClassSVM-fit_params2] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_set_intercept_offset[SparseSGDOneClassSVM-fit_params3] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_sgd_early_stopping_with_partial_fit[SGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_sgd_early_stopping_with_partial_fit[SparseSGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_sgd_early_stopping_with_partial_fit[SGDRegressor] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_sgd_early_stopping_with_partial_fit[SparseSGDRegressor] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_set_intercept_offset_binary[SGDClassifier-fit_params0] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_set_intercept_offset_binary[SparseSGDClassifier-fit_params1] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_set_intercept_offset_binary[SGDOneClassSVM-fit_params2] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_set_intercept_offset_binary[SparseSGDOneClassSVM-fit_params3] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_average_binary_computed_correctly[SGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_average_binary_computed_correctly[SparseSGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_set_intercept_to_intercept[SGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_set_intercept_to_intercept[SparseSGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_sgd_at_least_two_labels[SGDClassifier] PASSED 719s ../../../usr/lib/python3/dist-packages/sklearn/linear_model/tests/test_sgd.py::test_sgd_at_least_two_labels[SparseSGDClassifier] 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../../../usr/lib/python3/dist-packages/sklearn/metrics/_plot/tests/test_precision_recall_display.py::test_precision_recall_chance_level_line[from_predictions-chance_level_kw1] PASSED 768s ../../../usr/lib/python3/dist-packages/sklearn/metrics/_plot/tests/test_precision_recall_display.py::test_precision_recall_display_name[from_estimator-LogisticRegression (AP = {:.2f})] PASSED 768s ../../../usr/lib/python3/dist-packages/sklearn/metrics/_plot/tests/test_precision_recall_display.py::test_precision_recall_display_name[from_predictions-Classifier (AP = {:.2f})] PASSED 768s ../../../usr/lib/python3/dist-packages/sklearn/metrics/_plot/tests/test_precision_recall_display.py::test_precision_recall_display_pipeline[clf0] PASSED 768s ../../../usr/lib/python3/dist-packages/sklearn/metrics/_plot/tests/test_precision_recall_display.py::test_precision_recall_display_pipeline[clf1] PASSED 768s 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../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_pairwise_distances_chunked[float32] SKIPPED 778s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_pairwise_distances_chunked[float64] PASSED 778s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_known_result[dense-dense] PASSED 778s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_known_result[dense-csr_matrix] PASSED 778s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_known_result[dense-csr_array] PASSED 778s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_known_result[csr_matrix-dense] PASSED 778s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_known_result[csr_matrix-csr_matrix] PASSED 778s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_known_result[csr_matrix-csr_array] PASSED 778s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_known_result[csr_array-dense] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_known_result[csr_array-csr_matrix] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_known_result[csr_array-csr_array] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_with_norms[float32-dense] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_with_norms[float32-csr_matrix] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_with_norms[float32-csr_array] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_with_norms[float64-dense] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_with_norms[float64-csr_matrix] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_with_norms[float64-csr_array] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_float32_norms[42-True] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_float32_norms[42-False] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_norm_shapes PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float32-dense-dense] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float32-dense-csr_matrix] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float32-dense-csr_array] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float32-csr_matrix-dense] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float32-csr_matrix-csr_matrix] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float32-csr_matrix-csr_array] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float32-csr_array-dense] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float32-csr_array-csr_matrix] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float32-csr_array-csr_array] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float64-dense-dense] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float64-dense-csr_matrix] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float64-dense-csr_array] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float64-csr_matrix-dense] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float64-csr_matrix-csr_matrix] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float64-csr_matrix-csr_array] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float64-csr_array-dense] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float64-csr_array-csr_matrix] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances[float64-csr_array-csr_array] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_sym[float32-dense] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_sym[float32-csr_matrix] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_sym[float32-csr_array] SKIPPED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_sym[float64-dense] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_sym[float64-csr_matrix] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_sym[float64-csr_array] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-dense-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-dense-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-dense-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-dense-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-csr_matrix-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-csr_matrix-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-csr_matrix-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-csr_matrix-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-csr_array-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-csr_array-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-csr_array-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[dense-csr_array-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-dense-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-dense-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-dense-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-dense-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-csr_matrix-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-csr_matrix-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-csr_matrix-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-csr_matrix-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-csr_array-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-csr_array-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-csr_array-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_matrix-csr_array-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-dense-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-dense-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-dense-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-dense-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-csr_matrix-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-csr_matrix-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-csr_matrix-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-csr_matrix-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-csr_array-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-csr_array-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-csr_array-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast[csr_array-csr_array-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[dense-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[dense-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[dense-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[dense-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[csr_matrix-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[csr_matrix-5] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[csr_matrix-7] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[csr_matrix-101] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[csr_array-None] PASSED 779s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[csr_array-5] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[csr_array-7] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_upcast_sym[csr_array-101] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_extreme_values[1-float32-0.0001-1e-05] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_extreme_values[1-float64-1e-08-0.99] XFAIL 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_extreme_values[1000000-float32-0.0001-1e-05] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_euclidean_distances_extreme_values[1000000-float64-1e-08-0.99] XFAIL 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_equal_to_euclidean_distance[True] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_equal_to_euclidean_distance[False] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_infinite_values[Y0-X0] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_infinite_values[Y0-X1] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_infinite_values[Y1-X0] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_infinite_values[Y1-X1] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_infinite_values[None-X0] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_infinite_values[None-X1] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_2x2[X0-1.4142135623730951-nan] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_2x2[X1-1.4142135623730951-nan] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_2x2[X2-nan-nan] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_2x2[X3-1.4142135623730951-nan] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_2x2[X4-1.4142135623730951-nan] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_2x2[X5-1.4142135623730951--1] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_2x2[X6-1.4142135623730951--1] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_2x2[X7-nan--1] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_2x2[X8-1.4142135623730951--1] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_2x2[X9-1.4142135623730951--1] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_complete_nan[nan] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_complete_nan[-1] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_not_trival[nan] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_not_trival[-1] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_one_feature_match_positive[nan] PASSED 780s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_nan_euclidean_distances_one_feature_match_positive[-1] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_cosine_distances PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_haversine_distances PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_paired_euclidean_distances PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_paired_manhattan_distances PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_paired_cosine_distances PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_chi_square_kernel PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_symmetry[linear_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_symmetry[polynomial_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_symmetry[rbf_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_symmetry[laplacian_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_symmetry[sigmoid_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_symmetry[cosine_similarity] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_matrix-linear_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_matrix-polynomial_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_matrix-rbf_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_matrix-laplacian_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_matrix-sigmoid_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_matrix-cosine_similarity] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_array-linear_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_array-polynomial_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_array-rbf_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_array-laplacian_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_array-sigmoid_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_kernel_sparse[csr_array-cosine_similarity] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_linear_kernel PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_rbf_kernel PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_laplacian_kernel PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_pairwise_similarity_sparse_output[csr_matrix-linear-linear_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_pairwise_similarity_sparse_output[csr_matrix-cosine-cosine_similarity] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_pairwise_similarity_sparse_output[csr_array-linear-linear_kernel] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_pairwise_similarity_sparse_output[csr_array-cosine-cosine_similarity] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_cosine_similarity[csr_matrix] PASSED 785s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise.py::test_cosine_similarity[csr_array] PASSED 785s 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../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_X-braycurtis] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_X-canberra] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_X-chebyshev] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_X-cityblock] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_X-euclidean] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_X-minkowski] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_X-seuclidean] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_Y-braycurtis] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_Y-canberra] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_Y-chebyshev] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_Y-cityblock] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_Y-euclidean] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_Y-minkowski] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_matrix-float32-parallel_on_Y-seuclidean] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_X-braycurtis] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_X-canberra] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_X-chebyshev] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_X-cityblock] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_X-euclidean] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_X-minkowski] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_X-seuclidean] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_Y-braycurtis] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_Y-canberra] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_Y-chebyshev] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_Y-cityblock] PASSED 794s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_Y-euclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_Y-minkowski] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float64-parallel_on_Y-seuclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_X-braycurtis] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_X-canberra] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_X-chebyshev] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_X-cityblock] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_X-euclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_X-minkowski] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_X-seuclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_Y-braycurtis] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_Y-canberra] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_Y-chebyshev] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_Y-cityblock] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_Y-euclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_Y-minkowski] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_argkmin[42-csr_array-float32-parallel_on_Y-seuclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_X-braycurtis] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_X-canberra] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_X-chebyshev] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_X-cityblock] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_X-euclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_X-minkowski] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_X-seuclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_Y-braycurtis] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_Y-canberra] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_Y-chebyshev] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_Y-cityblock] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_Y-euclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_Y-minkowski] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float64-parallel_on_Y-seuclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_X-braycurtis] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_X-canberra] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_X-chebyshev] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_X-cityblock] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_X-euclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_X-minkowski] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_X-seuclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_Y-braycurtis] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_Y-canberra] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_Y-chebyshev] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_Y-cityblock] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_Y-euclidean] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_Y-minkowski] PASSED 795s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_pairwise_distances_radius_neighbors[42-float32-parallel_on_Y-seuclidean] PASSED 796s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_memmap_backed_data[float64-manhattan-ArgKmin] PASSED 796s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_memmap_backed_data[float64-manhattan-RadiusNeighbors] PASSED 796s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_memmap_backed_data[float64-euclidean-ArgKmin] PASSED 798s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_memmap_backed_data[float64-euclidean-RadiusNeighbors] PASSED 798s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_memmap_backed_data[float32-manhattan-ArgKmin] PASSED 799s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_memmap_backed_data[float32-manhattan-RadiusNeighbors] PASSED 799s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_memmap_backed_data[float32-euclidean-ArgKmin] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_memmap_backed_data[float32-euclidean-RadiusNeighbors] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_sqeuclidean_row_norms[42-csr_matrix-float64] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_sqeuclidean_row_norms[42-csr_matrix-float32] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_sqeuclidean_row_norms[42-csr_array-float64] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_sqeuclidean_row_norms[42-csr_array-float32] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_argkmin_classmode_strategy_consistent PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_radius_neighbors_classmode_strategy_consistent[None] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_radius_neighbors_classmode_strategy_consistent[0] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_radius_neighbors_classmode_strategy_consistent[3] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_radius_neighbors_classmode_strategy_consistent[6] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_pairwise_distances_reduction.py::test_radius_neighbors_classmode_strategy_consistent[9] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_curve[True] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_curve[False] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_curve_end_points PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_returns_consistency PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_curve_multi PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_curve_confidence PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_curve_hard PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_curve_one_label PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_curve_toydata PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_curve_drop_intermediate PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_curve_fpr_tpr_increasing PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_auc PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_auc_errors PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_multiclass_ovo_roc_auc_toydata[y_true0-labels0] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_multiclass_ovo_roc_auc_toydata[y_true1-None] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_multiclass_ovo_roc_auc_toydata[y_true2-labels2] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_multiclass_ovo_roc_auc_toydata[y_true3-None] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_multiclass_ovo_roc_auc_toydata_binary[y_true0-labels0] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_multiclass_ovo_roc_auc_toydata_binary[y_true1-labels1] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_multiclass_ovr_roc_auc_toydata[y_true0-None] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_multiclass_ovr_roc_auc_toydata[y_true1-None] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_multiclass_ovr_roc_auc_toydata[y_true2-labels2] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_multiclass_ovr_roc_auc_toydata[y_true3-labels3] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_perfect_imperfect_chance_multiclass_roc_auc[ovr-macro] PASSED 801s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_perfect_imperfect_chance_multiclass_roc_auc[ovr-micro] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_perfect_imperfect_chance_multiclass_roc_auc[ovo-macro] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_micro_averaged_ovr_roc_auc[42] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-Parameter 'labels' must be unique-y_true0-labels0] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-Parameter 'labels' must be unique-y_true1-labels1] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-Number of classes in y_true not equal to the number of columns in 'y_score'-y_true2-None] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-Parameter 'labels' must be ordered-y_true3-labels3] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-Number of given labels, 2, not equal to the number of columns in 'y_score', 3-y_true4-labels4] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-Number of given labels, 2, not equal to the number of columns in 'y_score', 3-y_true5-labels5] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-Number of given labels, 4, not equal to the number of columns in 'y_score', 3-y_true6-labels6] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-Number of given labels, 4, not equal to the number of columns in 'y_score', 3-y_true7-labels7] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-'y_true' contains labels not in parameter 'labels'-y_true8-labels8] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-'y_true' contains labels not in parameter 'labels'-y_true9-labels9] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovo-'y_true' contains labels not in parameter 'labels'-y_true10-labels10] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-Parameter 'labels' must be unique-y_true0-labels0] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-Parameter 'labels' must be unique-y_true1-labels1] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-Number of classes in y_true not equal to the number of columns in 'y_score'-y_true2-None] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-Parameter 'labels' must be ordered-y_true3-labels3] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-Number of given labels, 2, not equal to the number of columns in 'y_score', 3-y_true4-labels4] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-Number of given labels, 2, not equal to the number of columns in 'y_score', 3-y_true5-labels5] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-Number of given labels, 4, not equal to the number of columns in 'y_score', 3-y_true6-labels6] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-Number of given labels, 4, not equal to the number of columns in 'y_score', 3-y_true7-labels7] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-'y_true' contains labels not in parameter 'labels'-y_true8-labels8] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-'y_true' contains labels not in parameter 'labels'-y_true9-labels9] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_labels_error[ovr-'y_true' contains labels not in parameter 'labels'-y_true10-labels10] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_error[average must be one of \\('macro', 'weighted', None\\) for multiclass problems-kwargs0] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_error[average must be one of \\('micro', 'macro', 'weighted', None\\) for multiclass problems-kwargs1] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_error[sample_weight is not supported for multiclass one-vs-one ROC AUC, 'sample_weight' must be None in this case-kwargs2] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_error[Partial AUC computation not available in multiclass setting, 'max_fpr' must be set to `None`, received `max_fpr=0.5` instead-kwargs3] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_roc_auc_score_multiclass_error[multi_class must be in \\('ovo', 'ovr'\\)-kwargs4] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_auc_score_non_binary_class PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_binary_clf_curve_multiclass_error[det_curve] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_binary_clf_curve_multiclass_error[precision_recall_curve] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_binary_clf_curve_multiclass_error[roc_curve] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_binary_clf_curve_implicit_pos_label[det_curve] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_binary_clf_curve_implicit_pos_label[precision_recall_curve] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_binary_clf_curve_implicit_pos_label[roc_curve] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_binary_clf_curve_zero_sample_weight[det_curve] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_binary_clf_curve_zero_sample_weight[precision_recall_curve] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_binary_clf_curve_zero_sample_weight[roc_curve] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_precision_recall_curve[True] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_precision_recall_curve[False] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_precision_recall_curve_toydata[True] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_precision_recall_curve_toydata[False] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_precision_recall_curve_drop_intermediate PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_average_precision_constant_values PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_average_precision_score_binary_pos_label_errors PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_average_precision_score_multilabel_pos_label_errors PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_average_precision_score_multiclass_pos_label_errors PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_score_scale_invariance PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true0-y_score0-expected_fpr0-expected_fnr0] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true1-y_score1-expected_fpr1-expected_fnr1] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true2-y_score2-expected_fpr2-expected_fnr2] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true3-y_score3-expected_fpr3-expected_fnr3] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true4-y_score4-expected_fpr4-expected_fnr4] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true5-y_score5-expected_fpr5-expected_fnr5] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true6-y_score6-expected_fpr6-expected_fnr6] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true7-y_score7-expected_fpr7-expected_fnr7] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true8-y_score8-expected_fpr8-expected_fnr8] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true9-y_score9-expected_fpr9-expected_fnr9] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true10-y_score10-expected_fpr10-expected_fnr10] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true11-y_score11-expected_fpr11-expected_fnr11] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true12-y_score12-expected_fpr12-expected_fnr12] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true13-y_score13-expected_fpr13-expected_fnr13] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true14-y_score14-expected_fpr14-expected_fnr14] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true15-y_score15-expected_fpr15-expected_fnr15] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true16-y_score16-expected_fpr16-expected_fnr16] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true17-y_score17-expected_fpr17-expected_fnr17] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true18-y_score18-expected_fpr18-expected_fnr18] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_toydata[y_true19-y_score19-expected_fpr19-expected_fnr19] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_tie_handling[y_true0-y_score0-expected_fpr0-expected_fnr0] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_tie_handling[y_true1-y_score1-expected_fpr1-expected_fnr1] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_tie_handling[y_true2-y_score2-expected_fpr2-expected_fnr2] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_tie_handling[y_true3-y_score3-expected_fpr3-expected_fnr3] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_tie_handling[y_true4-y_score4-expected_fpr4-expected_fnr4] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_tie_handling[y_true5-y_score5-expected_fpr5-expected_fnr5] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_tie_handling[y_true6-y_score6-expected_fpr6-expected_fnr6] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_tie_handling[y_true7-y_score7-expected_fpr7-expected_fnr7] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_sanity_check PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_constant_scores[0] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_constant_scores[0.25] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_constant_scores[0.5] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_constant_scores[0.75] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_constant_scores[1] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_perfect_scores[y_true0] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_perfect_scores[y_true1] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_perfect_scores[y_true2] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_perfect_scores[y_true3] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_perfect_scores[y_true4] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_bad_input[y_true0-y_pred0-inconsistent numbers of samples] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_bad_input[y_true1-y_pred1-inconsistent numbers of samples] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_bad_input[y_true2-y_pred2-Only one class present in y_true] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_bad_input[y_true3-y_pred3-Only one class present in y_true] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_bad_input[y_true4-y_pred4-pos_label is not specified] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_det_curve_pos_label PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_avp[label_ranking_average_precision_score-check_lrap_toy] PASSED 802s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_avp[label_ranking_average_precision_score-check_lrap_without_tie_and_increasing_score] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_avp[label_ranking_average_precision_score-check_lrap_only_ties] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_avp[label_ranking_average_precision_score-check_zero_or_all_relevant_labels] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_avp[_my_lrap-check_lrap_toy] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_avp[_my_lrap-check_lrap_without_tie_and_increasing_score] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_avp[_my_lrap-check_lrap_only_ties] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_avp[_my_lrap-check_zero_or_all_relevant_labels] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_lrap_error_raised PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-2-1] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-2-2] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-2-8] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-2-20] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-5-1] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-5-2] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-5-8] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-5-20] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-10-1] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-10-2] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-10-8] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_alternative_lrap_implementation[0-10-20] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_lrap_sample_weighting_zero_labels PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_coverage_error PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_coverage_tie_handling PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_coverage_1d_error_message[y_true0-y_score0] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_coverage_1d_error_message[y_true1-y_score1] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_coverage_1d_error_message[y_true2-y_score2] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_loss PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_loss_sparse[csr_matrix] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_label_ranking_loss_sparse[csr_array] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_ranking_appropriate_input_shape PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_ranking_loss_ties_handling PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_dcg_score PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_dcg_ties PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_ndcg_ignore_ties_with_k PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_ndcg_negative_ndarray_error PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_ndcg_invariant PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_ndcg_toy_examples[True] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_ndcg_toy_examples[False] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_ndcg_error_single_document PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_ndcg_score PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_partial_roc_auc_score PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_top_k_accuracy_score[y_true0-1-0.25] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_top_k_accuracy_score[y_true1-2-0.5] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_top_k_accuracy_score[y_true2-3-0.75] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_top_k_accuracy_score_binary[y_score0-1-1] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_top_k_accuracy_score_binary[y_score1-1-0.5] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_top_k_accuracy_score_binary[y_score2-2-1] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_top_k_accuracy_score_binary[y_score3-1-1] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_top_k_accuracy_score_binary[y_score4-1-0.5] PASSED 803s ../../../usr/lib/python3/dist-packages/sklearn/metrics/tests/test_ranking.py::test_top_k_accuracy_score_binary[y_score5-2-1] PASSED 803s 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872s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsClassifier-1-100-euclidean-1000-5-100] PASSED 872s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsClassifier-1-100-l1-100-100-10] PASSED 872s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsClassifier-1-100-l1-1000-5-100] PASSED 872s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsClassifier-1-100-l2-100-100-10] PASSED 872s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsClassifier-1-100-l2-1000-5-100] PASSED 872s 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SKIPPED 872s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsClassifier-1-100-DM_euclidean-1000-5-100] SKIPPED 872s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsClassifier-50-500-chebyshev-100-100-10] PASSED 872s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsClassifier-50-500-chebyshev-1000-5-100] PASSED 872s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsClassifier-50-500-cityblock-100-100-10] PASSED 872s 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PASSED 873s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsRegressor-50-500-chebyshev-1000-5-100] PASSED 873s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsRegressor-50-500-cityblock-100-100-10] PASSED 873s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsRegressor-50-500-cityblock-1000-5-100] PASSED 873s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors.py::test_neigh_predictions_algorithm_agnosticity[float64-RadiusNeighborsRegressor-50-500-euclidean-100-100-10] PASSED 873s 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../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-0.1-exponential-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-0.1-linear-KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-0.1-linear-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-0.1-cosine-KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-0.1-cosine-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-gaussian-KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-gaussian-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-tophat-KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-tophat-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-epanechnikov-KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-epanechnikov-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-exponential-KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-exponential-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-linear-KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-linear-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-cosine-KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_kernel_density[False-0.01-1e-05-1-cosine-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_neighbor_tree_query_radius[KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_neighbor_tree_query_radius[BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_neighbor_tree_query_radius_distance[KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_neighbor_tree_query_radius_distance[BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_neighbor_tree_two_point[True-KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_neighbor_tree_two_point[True-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_neighbor_tree_two_point[False-KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_neighbor_tree_two_point[False-BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_neighbors_heap[NeighborsHeap64_0] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_neighbors_heap[NeighborsHeap64_1] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_node_heap[nodeheap_sort0] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_node_heap[nodeheap_sort1] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_simultaneous_sort[simultaneous_sort0] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_simultaneous_sort[simultaneous_sort1] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_gaussian_kde[KDTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_gaussian_kde[BallTree] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-1-KDTree-euclidean] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-1-KDTree-manhattan] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-1-KDTree-chebyshev] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-1-KDTree-minkowski] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-1-BallTree-euclidean] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-1-BallTree-manhattan] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-1-BallTree-minkowski] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-1-BallTree-chebyshev] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-1-BallTree-seuclidean] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-1-BallTree-mahalanobis] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-3-KDTree-euclidean] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-3-KDTree-manhattan] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-3-KDTree-chebyshev] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-3-KDTree-minkowski] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-3-BallTree-euclidean] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-3-BallTree-manhattan] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-3-BallTree-minkowski] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-3-BallTree-chebyshev] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-3-BallTree-seuclidean] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-3-BallTree-mahalanobis] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-5-KDTree-euclidean] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-5-KDTree-manhattan] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-True-5-KDTree-chebyshev] PASSED 898s 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../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-3-BallTree-chebyshev] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-3-BallTree-seuclidean] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-3-BallTree-mahalanobis] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-5-KDTree-euclidean] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-5-KDTree-manhattan] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-5-KDTree-chebyshev] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-5-KDTree-minkowski] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-5-BallTree-euclidean] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-5-BallTree-manhattan] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-5-BallTree-minkowski] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-5-BallTree-chebyshev] PASSED 898s ../../../usr/lib/python3/dist-packages/sklearn/neighbors/tests/test_neighbors_tree.py::test_nn_tree_query[True-False-5-BallTree-seuclidean] PASSED 898s 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../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_sparse_oneclasssvm[lil_array-rbf-X_train3-None-X_test3] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_sparse_oneclasssvm[lil_array-sigmoid-X_train0-None-X_test0] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_sparse_oneclasssvm[lil_array-sigmoid-X_train1-None-X_test1] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_sparse_oneclasssvm[lil_array-sigmoid-X_train2-None-X_test2] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_sparse_oneclasssvm[lil_array-sigmoid-X_train3-None-X_test3] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_sparse_realdata[csr_matrix] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_sparse_realdata[csr_array] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_sparse_svc_clone_with_callable_kernel[lil_matrix] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_sparse_svc_clone_with_callable_kernel[lil_array] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_timeout[lil_matrix] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_timeout[lil_array] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_sparse.py::test_consistent_proba PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_libsvm_parameters PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_libsvm_iris PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_precomputed PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svr PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvr PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvr_fit_sampleweight PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svr_errors PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_oneclass PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_oneclass_decision_function PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_oneclass_score_samples PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_tweak_params PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_probability PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_decision_function PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_decision_function_shape[SVC] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_decision_function_shape[NuSVC] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svr_predict PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_weight PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svm_classifier_sided_sample_weight[estimator0] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svm_classifier_sided_sample_weight[estimator1] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svm_regressor_sided_sample_weight[estimator0] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svm_regressor_sided_sample_weight[estimator1] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svm_equivalence_sample_weight_C PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_sample_weights_mask_all_samples[weights-are-zero-SVC] PASSED 939s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_sample_weights_mask_all_samples[weights-are-zero-NuSVC] warning: class label 0 specified in weight is not found 939s warning: class label 1 specified in weight is not found 939s PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_sample_weights_mask_all_samples[weights-are-zero-SVR] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_sample_weights_mask_all_samples[weights-are-zero-NuSVR] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_sample_weights_mask_all_samples[weights-are-zero-OneClassSVM] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_sample_weights_mask_all_samples[weights-are-negative-SVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_sample_weights_mask_all_samples[weights-are-negative-NuSVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_sample_weights_mask_all_samples[weights-are-negative-SVR] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_sample_weights_mask_all_samples[weights-are-negative-NuSVR] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_sample_weights_mask_all_samples[weights-are-negative-OneClassSVM] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weights_svc_leave_just_one_label[mask-label-1-SVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weights_svc_leave_just_one_label[mask-label-1-NuSVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weights_svc_leave_just_one_label[mask-label-2-SVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weights_svc_leave_just_one_label[mask-label-2-NuSVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weights_svc_leave_two_labels[partial-mask-label-1-SVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weights_svc_leave_two_labels[partial-mask-label-1-NuSVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weights_svc_leave_two_labels[partial-mask-label-2-SVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weights_svc_leave_two_labels[partial-mask-label-2-NuSVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weight_equal_coeffs[partial-mask-label-1-SVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weight_equal_coeffs[partial-mask-label-1-NuSVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weight_equal_coeffs[partial-mask-label-1-NuSVR] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weight_equal_coeffs[partial-mask-label-2-SVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weight_equal_coeffs[partial-mask-label-2-NuSVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_negative_weight_equal_coeffs[partial-mask-label-2-NuSVR] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_auto_weight PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_bad_input[lil_matrix] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_bad_input[lil_array] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svc_nonfinite_params PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_unicode_kernel PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_sparse_precomputed[csr_matrix] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_sparse_precomputed[csr_array] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_sparse_fit_support_vectors_empty[csr_matrix] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_sparse_fit_support_vectors_empty[csr_array] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_parameters[True-l1-hinge] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_parameters[True-l1-squared_hinge] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_parameters[True-l2-hinge] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_parameters[True-l2-squared_hinge] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_parameters[False-l1-hinge] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_parameters[False-l1-squared_hinge] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_parameters[False-l2-hinge] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_parameters[False-l2-squared_hinge] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_crammer_singer PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_fit_sampleweight PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_crammer_singer_binary PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_iris PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_dense_liblinear_intercept_handling PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_liblinear_set_coef PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_immutable_coef_property PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvc_verbose PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svc_clone_with_callable_kernel PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svc_bad_kernel PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_libsvm_convergence_warnings PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_unfitted PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_consistent_proba PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linear_svm_convergence_warnings PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svr_coef_sign PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_lsvc_intercept_scaling_zero PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_hasattr_predict_proba PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_decision_function_shape_two_class PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_ovr_decision_function PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svc_invalid_break_ties_param[SVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svc_invalid_break_ties_param[NuSVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svc_ovr_tie_breaking[SVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svc_ovr_tie_breaking[NuSVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_gamma_scale PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvm_liblinear_sample_weight[LinearSVC-params0] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvm_liblinear_sample_weight[LinearSVC-params1] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvm_liblinear_sample_weight[LinearSVC-params2] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvm_liblinear_sample_weight[LinearSVC-params3] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvm_liblinear_sample_weight[LinearSVR-params4] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvm_liblinear_sample_weight[LinearSVR-params5] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_linearsvm_liblinear_sample_weight[LinearSVR-params6] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_support[OneClassSVM] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_support[SVR] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_support[NuSVR] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_custom_kernel_not_array_input[SVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_custom_kernel_not_array_input[SVR] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_svc_raises_error_internal_representation PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset0-SVC-ndarray] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset0-NuSVC-ndarray] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset0-SVR-int] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset0-NuSVR-int] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset0-OneClassSVM-int] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset1-SVC-ndarray] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset1-NuSVC-ndarray] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset1-SVR-int] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset1-NuSVR-int] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset1-OneClassSVM-int] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset2-SVC-ndarray] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset2-NuSVC-ndarray] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset2-SVR-int] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset2-NuSVR-int] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_n_iter_libsvm[dataset2-OneClassSVM-int] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_dual_auto_deprecation_warning[LinearSVR] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_dual_auto_deprecation_warning[LinearSVC] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_dual_auto[squared_hinge] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_dual_auto[squared_epsilon_insensitive] PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/svm/tests/test_svm.py::test_dual_auto_edge_cases PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_clone PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_clone_2 PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_clone_buggy PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_clone_empty_array PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_clone_nan PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_clone_dict PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_clone_sparse_matrices PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_clone_estimator_types PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_clone_class_rather_than_instance PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_repr PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_str PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_get_params PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_is_classifier PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_set_params PASSED 940s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_base.py::test_set_params_passes_all_parameters PASSED 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960s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_docstring_parameters.py::test_fit_docstring_attributes[MultiTaskLasso-MultiTaskLasso] SKIPPED 960s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_docstring_parameters.py::test_fit_docstring_attributes[MultiTaskLassoCV-MultiTaskLassoCV] SKIPPED 960s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_docstring_parameters.py::test_fit_docstring_attributes[MultinomialNB-MultinomialNB] SKIPPED 960s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_docstring_parameters.py::test_fit_docstring_attributes[NMF-NMF] SKIPPED 960s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_docstring_parameters.py::test_fit_docstring_attributes[NearestCentroid-NearestCentroid] SKIPPED 960s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_docstring_parameters.py::test_fit_docstring_attributes[NearestNeighbors-NearestNeighbors] SKIPPED 960s 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../../../usr/lib/python3/dist-packages/sklearn/tests/test_metaestimators_metadata_routing.py::test_error_on_missing_requests_for_sub_estimator[SelectFromModel] PASSED 968s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_metaestimators_metadata_routing.py::test_error_on_missing_requests_for_sub_estimator[OrthogonalMatchingPursuitCV] PASSED 968s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_metaestimators_metadata_routing.py::test_error_on_missing_requests_for_sub_estimator[ElasticNetCV] PASSED 968s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_metaestimators_metadata_routing.py::test_error_on_missing_requests_for_sub_estimator[LassoCV] PASSED 968s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_metaestimators_metadata_routing.py::test_error_on_missing_requests_for_sub_estimator[MultiTaskElasticNetCV] PASSED 968s 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PASSED 969s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_metaestimators_metadata_routing.py::test_metadata_is_routed_correctly_to_splitter[LassoLarsCV] PASSED 969s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_min_dependencies_readme.py::test_min_dependencies_readme SKIPPED 969s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_min_dependencies_readme.py::test_min_dependencies_pyproject_toml SKIPPED 969s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_multiclass.py::test_ovr_exceptions PASSED 969s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_multiclass.py::test_check_classification_targets PASSED 969s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_multiclass.py::test_ovr_fit_predict PASSED 969s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_multiclass.py::test_ovr_partial_fit PASSED 969s ../../../usr/lib/python3/dist-packages/sklearn/tests/test_multiclass.py::test_ovr_partial_fit_exceptions PASSED 969s 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../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_monotonic_constraints_regressions[42-csc_array-squared_error-False-False-ExtraTreeRegressor] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_monotonic_constraints_regressions[42-csc_array-squared_error-False-False-RandomForestRegressor] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_monotonic_constraints_regressions[42-csc_array-squared_error-False-False-ExtraTreesRegressor] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_multiclass_raises[DecisionTreeClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_multiclass_raises[ExtraTreeClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_multiclass_raises[RandomForestClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_multiclass_raises[ExtraTreesClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_multiple_output_raises[DecisionTreeClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_multiple_output_raises[ExtraTreeClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_multiple_output_raises[RandomForestClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_multiple_output_raises[ExtraTreesClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_missing_values_raises[DecisionTreeClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_missing_values_raises[DecisionTreeRegressor] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_bad_monotonic_cst_raises[DecisionTreeClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_bad_monotonic_cst_raises[ExtraTreeClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_bad_monotonic_cst_raises[RandomForestClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_bad_monotonic_cst_raises[ExtraTreesClassifier] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_assert_1d_reg_tree_children_monotonic_bounded PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_1d_opposite_monotonicity_cst_data[DecisionTreeRegressor] PASSED 995s 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995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_1d_tree_nodes_values[42-squared_error-True-1-ExtraTreeRegressor] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_1d_tree_nodes_values[42-squared_error-False--1-DecisionTreeRegressor] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_1d_tree_nodes_values[42-squared_error-False--1-ExtraTreeRegressor] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_1d_tree_nodes_values[42-squared_error-False-1-DecisionTreeRegressor] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_1d_tree_nodes_values[42-squared_error-False-1-ExtraTreeRegressor] PASSED 995s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_assert_nd_reg_tree_children_monotonic_bounded PASSED 995s 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996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_nd_tree_nodes_values[42-absolute_error-False-1-DecisionTreeRegressor] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_nd_tree_nodes_values[42-absolute_error-False-1-ExtraTreeRegressor] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_nd_tree_nodes_values[42-squared_error-True--1-DecisionTreeRegressor] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_nd_tree_nodes_values[42-squared_error-True--1-ExtraTreeRegressor] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_nd_tree_nodes_values[42-squared_error-True-1-DecisionTreeRegressor] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_nd_tree_nodes_values[42-squared_error-True-1-ExtraTreeRegressor] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_nd_tree_nodes_values[42-squared_error-False--1-DecisionTreeRegressor] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_nd_tree_nodes_values[42-squared_error-False--1-ExtraTreeRegressor] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_nd_tree_nodes_values[42-squared_error-False-1-DecisionTreeRegressor] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_monotonic_tree.py::test_nd_tree_nodes_values[42-squared_error-False-1-ExtraTreeRegressor] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_reingold_tilford.py::test_buchheim[tree0-3] PASSED 996s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_reingold_tilford.py::test_buchheim[tree1-9] PASSED 996s 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../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-sparse-mix-ExtraTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-DecisionTreeRegressor-squared_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-DecisionTreeRegressor-absolute_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-DecisionTreeRegressor-friedman_mse] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-DecisionTreeRegressor-poisson] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-ExtraTreeRegressor-squared_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-ExtraTreeRegressor-absolute_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-ExtraTreeRegressor-friedman_mse] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-ExtraTreeRegressor-poisson] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-DecisionTreeClassifier-gini] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-DecisionTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-ExtraTreeClassifier-gini] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_matrix-zeros-ExtraTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-DecisionTreeRegressor-squared_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-DecisionTreeRegressor-absolute_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-DecisionTreeRegressor-friedman_mse] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-DecisionTreeRegressor-poisson] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-ExtraTreeRegressor-squared_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-ExtraTreeRegressor-absolute_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-ExtraTreeRegressor-friedman_mse] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-ExtraTreeRegressor-poisson] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-DecisionTreeClassifier-gini] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-DecisionTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-ExtraTreeClassifier-gini] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-pos-ExtraTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-DecisionTreeRegressor-squared_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-DecisionTreeRegressor-absolute_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-DecisionTreeRegressor-friedman_mse] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-DecisionTreeRegressor-poisson] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-ExtraTreeRegressor-squared_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-ExtraTreeRegressor-absolute_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-ExtraTreeRegressor-friedman_mse] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-ExtraTreeRegressor-poisson] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-DecisionTreeClassifier-gini] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-DecisionTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-ExtraTreeClassifier-gini] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-neg-ExtraTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-DecisionTreeRegressor-squared_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-DecisionTreeRegressor-absolute_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-DecisionTreeRegressor-friedman_mse] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-DecisionTreeRegressor-poisson] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-ExtraTreeRegressor-squared_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-ExtraTreeRegressor-absolute_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-ExtraTreeRegressor-friedman_mse] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-ExtraTreeRegressor-poisson] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-DecisionTreeClassifier-gini] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-DecisionTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-ExtraTreeClassifier-gini] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-sparse-mix-ExtraTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-DecisionTreeRegressor-squared_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-DecisionTreeRegressor-absolute_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-DecisionTreeRegressor-friedman_mse] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-DecisionTreeRegressor-poisson] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-ExtraTreeRegressor-squared_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-ExtraTreeRegressor-absolute_error] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-ExtraTreeRegressor-friedman_mse] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-ExtraTreeRegressor-poisson] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-DecisionTreeClassifier-gini] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-DecisionTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-ExtraTreeClassifier-gini] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sparse_criteria[csc_array-zeros-ExtraTreeClassifier-log_loss] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_explicit_sparse_zeros[csc_matrix-csr_matrix-DecisionTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_explicit_sparse_zeros[csc_matrix-csr_matrix-DecisionTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_explicit_sparse_zeros[csc_matrix-csr_matrix-ExtraTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_explicit_sparse_zeros[csc_matrix-csr_matrix-ExtraTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_explicit_sparse_zeros[csc_array-csr_array-DecisionTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_explicit_sparse_zeros[csc_array-csr_array-DecisionTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_explicit_sparse_zeros[csc_array-csr_array-ExtraTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_explicit_sparse_zeros[csc_array-csr_array-ExtraTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_1d_input[DecisionTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_1d_input[ExtraTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_1d_input[DecisionTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_1d_input[ExtraTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[None-DecisionTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[None-ExtraTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[None-DecisionTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[None-ExtraTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[csc_matrix-DecisionTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[csc_matrix-ExtraTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[csc_matrix-DecisionTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[csc_matrix-ExtraTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[csc_array-DecisionTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[csc_array-ExtraTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[csc_array-DecisionTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_weight_leaf_split_level[csc_array-ExtraTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_all_trees[DecisionTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_all_trees[ExtraTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_all_trees[DecisionTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_all_trees[ExtraTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_sparse_trees[csr_matrix-DecisionTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_sparse_trees[csr_matrix-DecisionTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_sparse_trees[csr_matrix-ExtraTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_sparse_trees[csr_matrix-ExtraTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_sparse_trees[csr_array-DecisionTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_sparse_trees[csr_array-DecisionTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_sparse_trees[csr_array-ExtraTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_public_apply_sparse_trees[csr_array-ExtraTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_decision_path_hardcoded PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_decision_path[DecisionTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_decision_path[ExtraTreeClassifier] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_decision_path[DecisionTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_decision_path[ExtraTreeRegressor] PASSED 1000s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_no_sparse_y_support[csr_matrix-DecisionTreeClassifier] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_no_sparse_y_support[csr_matrix-ExtraTreeClassifier] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_no_sparse_y_support[csr_matrix-DecisionTreeRegressor] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_no_sparse_y_support[csr_matrix-ExtraTreeRegressor] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_no_sparse_y_support[csr_array-DecisionTreeClassifier] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_no_sparse_y_support[csr_array-ExtraTreeClassifier] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_no_sparse_y_support[csr_array-DecisionTreeRegressor] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_no_sparse_y_support[csr_array-ExtraTreeRegressor] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_mae PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_criterion_copy PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_empty_leaf_infinite_threshold[None] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_empty_leaf_infinite_threshold[csc_matrix] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_empty_leaf_infinite_threshold[csc_array] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[DecisionTreeClassifier-clf_small] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[DecisionTreeClassifier-digits] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[DecisionTreeClassifier-iris] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[DecisionTreeClassifier-multilabel] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[DecisionTreeClassifier-sparse-mix] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[DecisionTreeClassifier-sparse-neg] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[DecisionTreeClassifier-sparse-pos] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[DecisionTreeClassifier-toy] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[DecisionTreeClassifier-zeros] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[ExtraTreeClassifier-clf_small] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[ExtraTreeClassifier-digits] PASSED 1001s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[ExtraTreeClassifier-iris] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[ExtraTreeClassifier-multilabel] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[ExtraTreeClassifier-sparse-mix] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[ExtraTreeClassifier-sparse-neg] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[ExtraTreeClassifier-sparse-pos] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[ExtraTreeClassifier-toy] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_classifier_are_subtrees[ExtraTreeClassifier-zeros] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-iris] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-diabetes] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-digits] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-toy] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-clf_small] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-reg_small] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-multilabel] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-sparse-pos] PASSED 1002s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-sparse-neg] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-sparse-mix] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[DecisionTreeRegressor-zeros] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-iris] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-diabetes] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-digits] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-toy] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-clf_small] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-reg_small] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-multilabel] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-sparse-pos] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-sparse-neg] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-sparse-mix] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_tree_regression_are_subtrees[ExtraTreeRegressor-zeros] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_prune_single_node_tree PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[None-best-DecisionTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[None-best-ExtraTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[None-best-DecisionTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[None-best-ExtraTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[None-random-DecisionTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[None-random-ExtraTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[None-random-DecisionTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[None-random-ExtraTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_matrix-best-DecisionTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_matrix-best-ExtraTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_matrix-best-DecisionTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_matrix-best-ExtraTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_matrix-random-DecisionTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_matrix-random-ExtraTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_matrix-random-DecisionTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_matrix-random-ExtraTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_array-best-DecisionTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_array-best-ExtraTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_array-best-DecisionTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_array-best-ExtraTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_array-random-DecisionTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_array-random-ExtraTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_array-random-DecisionTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csc_array-random-ExtraTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_matrix-best-DecisionTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_matrix-best-ExtraTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_matrix-best-DecisionTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_matrix-best-ExtraTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_matrix-random-DecisionTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_matrix-random-ExtraTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_matrix-random-DecisionTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_matrix-random-ExtraTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_array-best-DecisionTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_array-best-ExtraTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_array-best-DecisionTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_array-best-ExtraTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_array-random-DecisionTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_array-random-ExtraTreeClassifier] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_array-random-DecisionTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_apply_path_readonly_all_trees[csr_array-random-ExtraTreeRegressor] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_balance_property[DecisionTreeRegressor-squared_error] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_balance_property[DecisionTreeRegressor-friedman_mse] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_balance_property[DecisionTreeRegressor-poisson] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_balance_property[ExtraTreeRegressor-squared_error] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_balance_property[ExtraTreeRegressor-friedman_mse] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_balance_property[ExtraTreeRegressor-poisson] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_poisson_zero_nodes[0] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_poisson_zero_nodes[1] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_poisson_zero_nodes[2] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_poisson_vs_mse PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_decision_tree_regressor_sample_weight_consistency[squared_error] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_decision_tree_regressor_sample_weight_consistency[absolute_error] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_decision_tree_regressor_sample_weight_consistency[friedman_mse] PASSED 1003s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_decision_tree_regressor_sample_weight_consistency[poisson] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_criterion_entropy_same_as_log_loss[2-DecisionTreeClassifier] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_criterion_entropy_same_as_log_loss[2-ExtraTreeClassifier] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_criterion_entropy_same_as_log_loss[4-DecisionTreeClassifier] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_criterion_entropy_same_as_log_loss[4-ExtraTreeClassifier] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_different_endianness_pickle PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_different_endianness_joblib_pickle PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_different_bitness_pickle PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_different_bitness_joblib_pickle PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_check_n_classes PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_check_value_ndarray PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_check_node_ndarray PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_splitter_serializable[BestSplitter] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_splitter_serializable[RandomSplitter] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_splitter_serializable[BestSparseSplitter] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_splitter_serializable[RandomSparseSplitter] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_tree_deserialization_from_read_only_buffer PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_sample_split_1_error[DecisionTreeClassifier] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_sample_split_1_error[ExtraTreeClassifier] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_sample_split_1_error[DecisionTreeRegressor] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_min_sample_split_1_error[ExtraTreeRegressor] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_on_equal_nodes_no_missing[squared_error] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_on_equal_nodes_no_missing[friedman_mse] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_best_splitter_three_classes[entropy] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_best_splitter_three_classes[gini] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_best_splitter_to_left[entropy] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_best_splitter_to_left[gini] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_best_splitter_to_right[entropy] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_best_splitter_to_right[gini] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_missing_both_classes_has_nan[entropy] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_missing_both_classes_has_nan[gini] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_value_errors[tree0-None] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_value_errors[tree0-csr_matrix] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_value_errors[tree0-csr_array] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_value_errors[tree1-None] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_value_errors[tree1-csr_matrix] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_value_errors[tree1-csr_array] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_poisson PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_is_resilience[42-None-make_friedman1-DecisionTreeRegressor] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_is_resilience[42-None-make_friedman1_classification-DecisionTreeClassifier] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_is_resilience[42-ones-make_friedman1-DecisionTreeRegressor] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_values_is_resilience[42-ones-make_friedman1_classification-DecisionTreeClassifier] PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_missing_value_is_predictive PASSED 1004s ../../../usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py::test_sample_weight_non_uniform[make_regression-DecisionTreeRegressor] PASSED 1005s 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is not a valid label: It should be one of \\[0 1\\]-params1] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_response.py::test_get_response_error[estimator2-X2-y2-be a binary classifier. Got 3 classes instead.-params2] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_response.py::test_get_response_predict_proba PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_response.py::test_get_response_decision_function PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_response.py::test_get_response_values_multiclass[estimator0-predict_proba] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_response.py::test_get_response_values_multiclass[estimator1-predict_log_proba] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_response.py::test_get_response_values_multiclass[estimator2-decision_function] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_response.py::test_get_response_values_with_response_list PASSED 1034s 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../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_basic_iteration[dataset1-csr_array] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_basic_iteration[dataset2-csr_matrix] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_basic_iteration[dataset2-csr_array] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_basic_iteration[dataset3-csr_matrix] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_basic_iteration[dataset3-csr_array] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_basic_iteration[dataset4-csr_matrix] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_basic_iteration[dataset4-csr_array] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_basic_iteration[dataset5-csr_matrix] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_basic_iteration[dataset5-csr_array] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_shuffle[dense_dataset0-sparse_dataset0] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_shuffle[dense_dataset1-sparse_dataset1] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_shuffle[dense_dataset2-sparse_dataset2] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_seq_dataset_shuffle[dense_dataset3-sparse_dataset3] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_fused_types_consistency[dataset_320-dataset_640] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_fused_types_consistency[dataset_321-dataset_641] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_fused_types_consistency[dataset_322-dataset_642] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_seq_dataset.py::test_buffer_dtype_mismatch_error PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_set_output.py::test_pandas_adapter SKIPPED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_set_output.py::test_polars_adapter SKIPPED 1034s 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PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_set_output.py::test_set_output_list_input[pandas] SKIPPED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_set_output.py::test_set_output_list_input[polars] SKIPPED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_set_output.py::test_adapter_class_has_interface[pandas] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_set_output.py::test_adapter_class_has_interface[polars] PASSED 1034s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_set_output.py::test_check_library_installed PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_shortest_path.py::test_shortest_path PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_show_versions.py::test_get_sys_info PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_show_versions.py::test_get_deps_info PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_show_versions.py::test_show_versions PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0[lil_matrix-csr_matrix-csc_matrix] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0[lil_matrix-csr_matrix-csc_array] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0[lil_matrix-csr_array-csc_matrix] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0[lil_matrix-csr_array-csc_array] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0[lil_array-csr_matrix-csc_matrix] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0[lil_array-csr_matrix-csc_array] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0[lil_array-csr_array-csc_matrix] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0[lil_array-csr_array-csc_array] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0_precision[csc_matrix-float32] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0_precision[csc_matrix-float64] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis0_precision[csc_array-float32] PASSED 1035s 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../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis1[lil_matrix-csr_matrix-csc_array] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis1[lil_matrix-csr_array-csc_matrix] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis1[lil_matrix-csr_array-csc_array] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis1[lil_array-csr_matrix-csc_matrix] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis1[lil_array-csr_matrix-csc_array] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis1[lil_array-csr_array-csc_matrix] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_mean_variance_axis1[lil_array-csr_array-csc_array] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_incr_mean_variance_axis_weighted_axis1[float32-csc_matrix-Xw0-X0-weights0] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_incr_mean_variance_axis_weighted_axis1[float32-csc_matrix-Xw1-X1-weights1] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_incr_mean_variance_axis_weighted_axis1[float32-csc_matrix-Xw2-X2-None] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_incr_mean_variance_axis_weighted_axis1[float32-csc_matrix-Xw3-X3-weights3] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_incr_mean_variance_axis_weighted_axis1[float32-csc_matrix-Xw4-X4-weights4] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_incr_mean_variance_axis_weighted_axis1[float32-csc_matrix-Xw5-X5-weights5] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_incr_mean_variance_axis_weighted_axis1[float32-csc_array-Xw0-X0-weights0] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_incr_mean_variance_axis_weighted_axis1[float32-csc_array-Xw1-X1-weights1] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_incr_mean_variance_axis_weighted_axis1[float32-csc_array-Xw2-X2-None] PASSED 1035s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_sparsefuncs.py::test_incr_mean_variance_axis_weighted_axis1[float32-csc_array-Xw3-X3-weights3] PASSED 1035s 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../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_validation.py::test_check_array_dia_to_int32_indexed_csr_csc_coo[coo-dia_array] PASSED 1037s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_weight_vector.py::test_type_invariance[float32-WeightVector32] PASSED 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/tests/test_weight_vector.py::test_type_invariance[float64-WeightVector64] PASSED 1038s 1038s =============================== warnings summary =============================== 1038s ../../../usr/lib/python3/dist-packages/sklearn/externals/conftest.py:5 1038s /usr/lib/python3/dist-packages/sklearn/externals/conftest.py:5: PytestRemovedIn9Warning: The (path: py.path.local) argument is deprecated, please use (collection_path: pathlib.Path) 1038s see https://docs.pytest.org/en/latest/deprecations.html#py-path-local-arguments-for-hooks-replaced-with-pathlib-path 1038s def pytest_ignore_collect(path, config): 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462: SkipTestWarning: Can't instantiate estimator ColumnTransformer parameters ['transformers'] 1038s warnings.warn(msg, SkipTestWarning) 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462: SkipTestWarning: Can't instantiate estimator FeatureUnion parameters ['transformer_list'] 1038s warnings.warn(msg, SkipTestWarning) 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462: SkipTestWarning: Can't instantiate estimator GridSearchCV parameters ['estimator', 'param_grid'] 1038s warnings.warn(msg, SkipTestWarning) 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462: SkipTestWarning: Can't instantiate estimator HalvingGridSearchCV parameters ['estimator', 'param_grid'] 1038s warnings.warn(msg, SkipTestWarning) 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462: SkipTestWarning: Can't instantiate estimator HalvingRandomSearchCV parameters ['estimator', 'param_distributions'] 1038s warnings.warn(msg, SkipTestWarning) 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462: SkipTestWarning: Can't instantiate estimator Pipeline parameters ['steps'] 1038s warnings.warn(msg, SkipTestWarning) 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462: SkipTestWarning: Can't instantiate estimator RandomizedSearchCV parameters ['estimator', 'param_distributions'] 1038s warnings.warn(msg, SkipTestWarning) 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:462: SkipTestWarning: Can't instantiate estimator SparseCoder parameters ['dictionary'] 1038s warnings.warn(msg, SkipTestWarning) 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:339 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:339: SkipTestWarning: Explicit SKIP via _skip_test tag for estimator ClassifierChain. 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331: SkipTestWarning: Can't test estimator CountVectorizer which requires input of type ['string'] 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331: SkipTestWarning: Can't test estimator DictVectorizer which requires input of type ['dict'] 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331: SkipTestWarning: Can't test estimator FeatureHasher which requires input of type ['dict'] 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331: SkipTestWarning: Can't test estimator HashingVectorizer which requires input of type ['string'] 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331: SkipTestWarning: Can't test estimator IsotonicRegression which requires input of type ['1darray'] 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331: SkipTestWarning: Can't test estimator LabelBinarizer which requires input of type ['1dlabels'] 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331: SkipTestWarning: Can't test estimator LabelEncoder which requires input of type ['1dlabels'] 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331: SkipTestWarning: Can't test estimator MultiLabelBinarizer which requires input of type ['2dlabels'] 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:339 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:339: SkipTestWarning: Explicit SKIP via _skip_test tag for estimator MultiOutputClassifier. 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331: SkipTestWarning: Can't test estimator PatchExtractor which requires input of type ['3darray'] 1038s warnings.warn( 1038s 1038s ../../../usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:331: SkipTestWarning: Can't test estimator TfidfVectorizer which requires input of type ['string'] 1038s warnings.warn( 1038s 1038s sklearn/utils/_typedefs.pyx:20 1038s sklearn/utils/_typedefs.pyx:20: PytestCollectionWarning: cannot collect 'testing_make_array_from_typed_val' because it is not a function. 1038s 1038s cluster/tests/test_affinity_propagation.py::test_affinity_propagation_equal_points 1038s /usr/lib/python3/dist-packages/sklearn/cluster/_affinity_propagation.py:52: UserWarning: All samples have mutually equal similarities. Returning arbitrary cluster center(s). 1038s warnings.warn( 1038s 1038s cluster/tests/test_bicluster.py::test_n_features_in_[est0] 1038s preprocessing/tests/test_discretization.py::test_redundant_bins[kmeans-expected_bin_edges1] 1038s /usr/lib/python3/dist-packages/sklearn/base.py:1474: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (3). Possibly due to duplicate points in X. 1038s return fit_method(estimator, *args, **kwargs) 1038s 1038s cluster/tests/test_birch.py::test_birch_predict[42-float64] 1038s /usr/lib/python3/dist-packages/sklearn/cluster/_birch.py:725: ConvergenceWarning: Number of subclusters found (3) by BIRCH is less than (4). Decrease the threshold. 1038s warnings.warn( 1038s 1038s cluster/tests/test_dbscan.py: 10 warnings 1038s manifold/tests/test_isomap.py: 1 warning 1038s neighbors/tests/test_neighbors.py: 122 warnings 1038s utils/tests/test_estimator_checks.py: 10 warnings 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_base.py:246: EfficiencyWarning: Precomputed sparse input was not sorted by row values. Use the function sklearn.neighbors.sort_graph_by_row_values to sort the input by row values, with warn_when_not_sorted=False to remove this warning. 1038s warnings.warn( 1038s 1038s cluster/tests/test_hdbscan.py::test_hdbscan_usable_inputs[kwargs0-X0] 1038s /usr/lib/python3/dist-packages/sklearn/cluster/_hdbscan/hdbscan.py:264: UserWarning: The minimum spanning tree contains edge weights with value infinity. Potentially, you are missing too many distances in the initial distance matrix for the given neighborhood size. 1038s warn( 1038s 1038s cluster/tests/test_hierarchical.py::test_affinity_passed_to_fix_connectivity 1038s /usr/lib/python3/dist-packages/sklearn/cluster/_agglomerative.py:593: UserWarning: the number of connected components of the connectivity matrix is 2 > 1. Completing it to avoid stopping the tree early. 1038s connectivity, n_connected_components = _fix_connectivity( 1038s 1038s cluster/tests/test_spectral.py::test_spectral_clustering_np_matrix_raises 1038s /usr/lib/python3/dist-packages/sklearn/cluster/tests/test_spectral.py:314: PendingDeprecationWarning: the matrix subclass is not the recommended way to represent matrices or deal with linear algebra (see https://docs.scipy.org/doc/numpy/user/numpy-for-matlab-users.html). Please adjust your code to use regular ndarray. 1038s X = np.matrix([[0.0, 2.0], [2.0, 0.0]]) 1038s 1038s compose/tests/test_target.py::test_transform_target_regressor_invertible 1038s /usr/lib/python3/dist-packages/sklearn/preprocessing/_function_transformer.py:217: UserWarning: The provided functions are not strictly inverse of each other. If you are sure you want to proceed regardless, set 'check_inverse=False'. 1038s warnings.warn( 1038s 1038s covariance/tests/test_graphical_lasso.py::test_graphical_lasso_n_iter[cd] 1038s /usr/lib/python3/dist-packages/sklearn/covariance/_graph_lasso.py:132: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0008809462491801145, tolerance: 8.876533008162506e-05 1038s coefs, _, _, _ = cd_fast.enet_coordinate_descent_gram( 1038s 1038s covariance/tests/test_graphical_lasso.py::test_graphical_lasso_n_iter[cd] 1038s /usr/lib/python3/dist-packages/sklearn/covariance/_graph_lasso.py:132: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0010103266374814623, tolerance: 8.968620303769867e-05 1038s coefs, _, _, _ = cd_fast.enet_coordinate_descent_gram( 1038s 1038s covariance/tests/test_graphical_lasso.py::test_graphical_lasso_n_iter[cd] 1038s /usr/lib/python3/dist-packages/sklearn/covariance/_graph_lasso.py:132: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.00229048855645711, tolerance: 0.00011435637954661185 1038s coefs, _, _, _ = cd_fast.enet_coordinate_descent_gram( 1038s 1038s covariance/tests/test_graphical_lasso.py::test_graphical_lasso_n_iter[cd] 1038s /usr/lib/python3/dist-packages/sklearn/covariance/_graph_lasso.py:184: ConvergenceWarning: graphical_lasso: did not converge after 2 iteration: dual gap: 8.601e-03 1038s warnings.warn( 1038s 1038s covariance/tests/test_graphical_lasso.py: 20 warnings 1038s /usr/lib/python3/dist-packages/sklearn/covariance/_empirical_covariance.py:102: UserWarning: Only one sample available. You may want to reshape your data array 1038s warnings.warn( 1038s 1038s covariance/tests/test_graphical_lasso.py::test_graphical_lasso_cv 1038s /usr/lib/python3/dist-packages/numpy/core/_methods.py:173: RuntimeWarning: invalid value encountered in subtract 1038s x = asanyarray(arr - arrmean) 1038s 1038s covariance/tests/test_robust_covariance.py::test_mcd_issue3367[42] 1038s /usr/lib/python3/dist-packages/sklearn/covariance/_robust_covariance.py:747: UserWarning: The covariance matrix associated to your dataset is not full rank 1038s warnings.warn( 1038s 1038s datasets/tests/test_openml.py::test_dataset_with_openml_error[True] 1038s datasets/tests/test_openml.py::test_dataset_with_openml_error[False] 1038s /usr/lib/python3/dist-packages/sklearn/datasets/_openml.py:1032: UserWarning: Version 2 of dataset anneal is inactive, meaning that issues have been found in the dataset. Try using a newer version from this URL: https://www.openml.org/data/v1/download/1/anneal.arff 1038s warn( 1038s 1038s datasets/tests/test_svmlight_format.py: 16 warnings 1038s /usr/lib/python3/dist-packages/scipy/sparse/_data.py:72: RuntimeWarning: invalid value encountered in cast 1038s self.data.astype(dtype, casting=casting, copy=True), 1038s 1038s datasets/tests/test_svmlight_format.py: 12 warnings 1038s /usr/lib/python3/dist-packages/sklearn/datasets/tests/test_svmlight_format.py:290: RuntimeWarning: invalid value encountered in cast 1038s X_input = X.astype(dtype) 1038s 1038s decomposition/tests/test_kernel_pca.py: 28 warnings 1038s linear_model/tests/test_passive_aggressive.py: 2 warnings 1038s tests/test_multioutput.py: 39 warnings 1038s utils/tests/test_estimator_checks.py: 1 warning 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_stochastic_gradient.py:723: ConvergenceWarning: Maximum number of iteration reached before convergence. Consider increasing max_iter to improve the fit. 1038s warnings.warn( 1038s 1038s decomposition/tests/test_nmf.py::test_nmf_fit_close[NMF-solver1] 1038s /usr/lib/python3/dist-packages/sklearn/decomposition/_nmf.py:1770: ConvergenceWarning: Maximum number of iterations 600 reached. Increase it to improve convergence. 1038s warnings.warn( 1038s 1038s decomposition/tests/test_nmf.py::test_nmf_transform[mu] 1038s decomposition/tests/test_nmf.py::test_nmf_regularization[NMF-solver0] 1038s /usr/lib/python3/dist-packages/sklearn/decomposition/_nmf.py:1770: ConvergenceWarning: Maximum number of iterations 200 reached. Increase it to improve convergence. 1038s warnings.warn( 1038s 1038s decomposition/tests/test_nmf.py: 24 warnings 1038s /usr/lib/python3/dist-packages/sklearn/decomposition/_nmf.py:1621: UserWarning: The multiplicative update ('mu') solver cannot update zeros present in the initialization, and so leads to poorer results when used jointly with init='nndsvd'. You may try init='nndsvda' or init='nndsvdar' instead. 1038s warnings.warn( 1038s 1038s decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-1.0-cd-random] 1038s decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-1.0-cd-random] 1038s decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-1.0-cd-nndsvd] 1038s decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[0.0-1.0-cd-nndsvd] 1038s decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-0.0-cd-random] 1038s decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-0.0-cd-random] 1038s decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-0.0-cd-nndsvd] 1038s decomposition/tests/test_nmf.py::test_non_negative_factorization_consistency[1.0-0.0-cd-nndsvd] 1038s /usr/lib/python3/dist-packages/sklearn/decomposition/_nmf.py:1770: ConvergenceWarning: Maximum number of iterations 500 reached. Increase it to improve convergence. 1038s warnings.warn( 1038s 1038s decomposition/tests/test_nmf.py::test_nmf_negative_beta_loss[csr_matrix] 1038s decomposition/tests/test_nmf.py::test_nmf_negative_beta_loss[csr_array] 1038s /usr/lib/python3/dist-packages/sklearn/decomposition/_nmf.py:181: RuntimeWarning: divide by zero encountered in power 1038s sum_WH_beta = np.sum(WH**beta) 1038s 1038s decomposition/tests/test_nmf.py::test_nmf_dtype_match[MiniBatchNMF-solver2-float64-float64] 1038s decomposition/tests/test_nmf.py::test_nmf_dtype_match[MiniBatchNMF-solver2-float64-float64] 1038s decomposition/tests/test_nmf.py::test_nmf_n_components_auto[MiniBatchNMF] 1038s /usr/lib/python3/dist-packages/sklearn/decomposition/_nmf.py:2353: ConvergenceWarning: Maximum number of iterations 200 reached. Increase it to improve convergence. 1038s warnings.warn( 1038s 1038s decomposition/tests/test_nmf.py::test_nmf_n_components_default_value_warning 1038s /usr/lib/python3/dist-packages/sklearn/decomposition/_nmf.py:1257: RuntimeWarning: When init!='custom', provided W or H are ignored. Set init='custom' to use them as initialization. 1038s warnings.warn( 1038s 1038s decomposition/tests/test_online_lda.py::test_lda_empty_docs[csr_matrix] 1038s decomposition/tests/test_online_lda.py::test_lda_empty_docs[csr_array] 1038s /usr/lib/python3/dist-packages/sklearn/decomposition/_lda.py:894: RuntimeWarning: invalid value encountered in scalar divide 1038s perword_bound = bound / word_cnt 1038s 1038s ensemble/tests/test_bagging.py: 32 warnings 1038s /usr/lib/python3/dist-packages/sklearn/ensemble/_bagging.py:914: RuntimeWarning: divide by zero encountered in log 1038s log_proba = np.log(self.predict_proba(X)) 1038s 1038s ensemble/tests/test_bagging.py::test_oob_score_classification 1038s ensemble/tests/test_bagging.py::test_oob_score_classification 1038s ensemble/tests/test_bagging.py::test_oob_score_removed_on_warm_start 1038s /usr/lib/python3/dist-packages/sklearn/ensemble/_bagging.py:775: RuntimeWarning: invalid value encountered in divide 1038s oob_decision_function = predictions / predictions.sum(axis=1)[:, np.newaxis] 1038s 1038s ensemble/tests/test_bagging.py::test_oob_score_removed_on_warm_start 1038s /usr/lib/python3/dist-packages/sklearn/ensemble/_bagging.py:769: UserWarning: Some inputs do not have OOB scores. This probably means too few estimators were used to compute any reliable oob estimates. 1038s warn( 1038s 1038s ensemble/tests/test_bagging.py: 4 warnings 1038s tree/tests/test_tree.py: 73 warnings 1038s utils/tests/test_response.py: 1 warning 1038s /usr/lib/python3/dist-packages/sklearn/tree/_classes.py:1074: RuntimeWarning: divide by zero encountered in log 1038s return np.log(proba) 1038s 1038s ensemble/tests/test_forest.py::test_class_weight_errors[ExtraTreesClassifier] 1038s ensemble/tests/test_forest.py::test_class_weight_errors[ExtraTreesClassifier] 1038s ensemble/tests/test_forest.py::test_class_weight_errors[RandomForestClassifier] 1038s ensemble/tests/test_forest.py::test_class_weight_errors[RandomForestClassifier] 1038s /usr/lib/python3/dist-packages/sklearn/ensemble/_forest.py:862: UserWarning: class_weight presets "balanced" or "balanced_subsample" are not recommended for warm_start if the fitted data differs from the full dataset. In order to use "balanced" weights, use compute_class_weight ("balanced", classes, y). In place of y you can use a large enough sample of the full training set target to properly estimate the class frequency distributions. Pass the resulting weights as the class_weight parameter. 1038s warn( 1038s 1038s ensemble/tests/test_forest.py::test_mse_criterion_object_segfault_smoke_test[ExtraTreesRegressor] 1038s ensemble/tests/test_forest.py::test_mse_criterion_object_segfault_smoke_test[RandomForestRegressor] 1038s /usr/lib/python3/dist-packages/sklearn/base.py:1474: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples,), for example using ravel(). 1038s return fit_method(estimator, *args, **kwargs) 1038s 1038s ensemble/tests/test_stacking.py: 30 warnings 1038s neural_network/tests/test_mlp.py: 1 warning 1038s /usr/lib/python3/dist-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. 1038s warnings.warn( 1038s 1038s ensemble/tests/test_weight_boosting.py::test_staged_predict[SAMME] 1038s ensemble/tests/test_weight_boosting.py::test_staged_predict[SAMME] 1038s ensemble/tests/test_weight_boosting.py::test_staged_predict[SAMME] 1038s ensemble/tests/test_weight_boosting.py::test_staged_predict[SAMME] 1038s ensemble/tests/test_weight_boosting.py::test_staged_predict[SAMME] 1038s ensemble/tests/test_weight_boosting.py::test_staged_predict[SAMME] 1038s ensemble/tests/test_weight_boosting.py::test_staged_predict[SAMME] 1038s ensemble/tests/test_weight_boosting.py::test_staged_predict[SAMME] 1038s ensemble/tests/test_weight_boosting.py::test_staged_predict[SAMME] 1038s /usr/lib/python3/dist-packages/sklearn/ensemble/_weight_boosting.py:696: RuntimeWarning: divide by zero encountered in log 1038s np.log(sample_weight) 1038s 1038s ensemble/tests/test_weight_boosting.py: 21 warnings 1038s /usr/lib/python3/dist-packages/sklearn/ensemble/_weight_boosting.py:519: FutureWarning: The SAMME.R algorithm (the default) is deprecated and will be removed in 1.6. Use the SAMME algorithm to circumvent this warning. 1038s warnings.warn( 1038s 1038s ensemble/tests/test_weight_boosting.py::test_sample_weights_infinite 1038s /usr/lib/python3/dist-packages/sklearn/ensemble/_weight_boosting.py:695: RuntimeWarning: overflow encountered in exp 1038s sample_weight = np.exp( 1038s 1038s feature_extraction/tests/test_text.py::test_vectorizer_pipeline_grid_selection 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_split.py:737: UserWarning: The least populated class in y has only 4 members, which is less than n_splits=5. 1038s warnings.warn( 1038s 1038s feature_extraction/tests/test_text.py::test_vectorizer_stop_words_inconsistent 1038s feature_extraction/tests/test_text.py::test_vectorizer_stop_words_inconsistent 1038s feature_extraction/tests/test_text.py::test_vectorizer_stop_words_inconsistent 1038s /usr/lib/python3/dist-packages/sklearn/feature_extraction/text.py:408: UserWarning: Your stop_words may be inconsistent with your preprocessing. Tokenizing the stop words generated tokens ['and', 'll', 've'] not in stop_words. 1038s warnings.warn( 1038s 1038s feature_extraction/tests/test_text.py::test_unused_parameters_warn[None-None--ngram_range3-\\w+--'preprocessor'-'analyzer'-is callable-CountVectorizer] 1038s feature_extraction/tests/test_text.py::test_unused_parameters_warn[None-None--ngram_range3-\\w+--'preprocessor'-'analyzer'-is callable-HashingVectorizer] 1038s feature_extraction/tests/test_text.py::test_unused_parameters_warn[None-None--ngram_range3-\\w+--'preprocessor'-'analyzer'-is callable-TfidfVectorizer] 1038s feature_extraction/tests/test_text.py::test_unused_parameters_warn[None-None--ngram_range3-\\w+--'preprocessor'-'analyzer'-is callable-TfidfVectorizer] 1038s /usr/lib/python3/dist-packages/sklearn/feature_extraction/text.py:555: UserWarning: The parameter 'token_pattern' will not be used since 'analyzer' != 'word' 1038s warnings.warn( 1038s 1038s feature_selection/tests/test_feature_select.py::test_invalid_k 1038s feature_selection/tests/test_feature_select.py::test_invalid_k 1038s /usr/lib/python3/dist-packages/sklearn/feature_selection/_univariate_selection.py:112: UserWarning: Features [0] are constant. 1038s warnings.warn("Features %s are constant." % constant_features_idx, UserWarning) 1038s 1038s feature_selection/tests/test_feature_select.py::test_invalid_k 1038s feature_selection/tests/test_feature_select.py::test_invalid_k 1038s feature_selection/tests/test_feature_select.py::test_f_classif_constant_feature 1038s /usr/lib/python3/dist-packages/sklearn/feature_selection/_univariate_selection.py:113: RuntimeWarning: invalid value encountered in divide 1038s f = msb / msw 1038s 1038s feature_selection/tests/test_from_model.py::test_inferred_max_features_integer[0] 1038s feature_selection/tests/test_from_model.py::test_coef_default_threshold[estimator1] 1038s feature_selection/tests/test_from_model.py::test_coef_default_threshold[estimator2] 1038s feature_selection/tests/test_from_model.py::test_coef_default_threshold[estimator3] 1038s /usr/lib/python3/dist-packages/sklearn/feature_selection/_base.py:121: UserWarning: No features were selected: either the data is too noisy or the selection test too strict. 1038s warnings.warn( 1038s 1038s feature_selection/tests/test_rfe.py: 48 warnings 1038s model_selection/tests/test_search.py: 30 warnings 1038s svm/tests/test_svm.py: 17 warnings 1038s tests/test_calibration.py: 16 warnings 1038s /usr/lib/python3/dist-packages/sklearn/svm/_base.py:1237: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. 1038s warnings.warn( 1038s 1038s feature_selection/tests/test_variance_threshold.py::test_variance_nan[None] 1038s /usr/lib/python3/dist-packages/sklearn/feature_selection/_variance_threshold.py:112: RuntimeWarning: Degrees of freedom <= 0 for slice. 1038s self.variances_ = np.nanvar(X, axis=0) 1038s 1038s feature_selection/tests/test_variance_threshold.py::test_variance_nan[None] 1038s feature_selection/tests/test_variance_threshold.py::test_variance_nan[bsr_matrix] 1038s feature_selection/tests/test_variance_threshold.py::test_variance_nan[bsr_array] 1038s feature_selection/tests/test_variance_threshold.py::test_variance_nan[csc_matrix] 1038s feature_selection/tests/test_variance_threshold.py::test_variance_nan[csc_array] 1038s feature_selection/tests/test_variance_threshold.py::test_variance_nan[csr_matrix] 1038s feature_selection/tests/test_variance_threshold.py::test_variance_nan[csr_array] 1038s /usr/lib/python3/dist-packages/sklearn/feature_selection/_variance_threshold.py:120: RuntimeWarning: All-NaN slice encountered 1038s self.variances_ = np.nanmin(compare_arr, axis=0) 1038s 1038s gaussian_process/tests/test_gpc.py: 12 warnings 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:455: ConvergenceWarning: The optimal value found for dimension 0 of parameter k1__constant_value is close to the specified upper bound 100.0. Increasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpc.py::test_random_starts[42] 1038s gaussian_process/tests/test_gpr.py::test_constant_target[kernel3] 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:445: ConvergenceWarning: The optimal value found for dimension 0 of parameter k1__constant_value is close to the specified lower bound 0.01. Decreasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpc.py::test_multi_class[kernel0] 1038s gaussian_process/tests/test_gpc.py::test_multi_class_n_jobs[kernel0] 1038s gaussian_process/tests/test_gpc.py::test_multi_class_n_jobs[kernel0] 1038s gaussian_process/tests/test_gpr.py::test_constant_target[kernel0] 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:455: ConvergenceWarning: The optimal value found for dimension 0 of parameter length_scale is close to the specified upper bound 100000.0. Increasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py: 24 warnings 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:445: ConvergenceWarning: The optimal value found for dimension 0 of parameter k2__constant_value is close to the specified lower bound 1e-05. Decreasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py: 13 warnings 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:445: ConvergenceWarning: The optimal value found for dimension 0 of parameter k1__k2__length_scale is close to the specified lower bound 0.001. Decreasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py::test_random_starts 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:445: ConvergenceWarning: The optimal value found for dimension 0 of parameter k1__k2__length_scale is close to the specified lower bound 0.0001. Decreasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py::test_random_starts 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:445: ConvergenceWarning: The optimal value found for dimension 1 of parameter k1__k2__length_scale is close to the specified lower bound 0.0001. Decreasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py::test_bound_check_fixed_hyperparameter 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:445: ConvergenceWarning: The optimal value found for dimension 0 of parameter k1__k2__length_scale is close to the specified lower bound 1e-05. Decreasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py::test_constant_target[kernel2] 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:455: ConvergenceWarning: The optimal value found for dimension 0 of parameter length_scale is close to the specified upper bound 1000.0. Increasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py::test_constant_target[kernel3] 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:455: ConvergenceWarning: The optimal value found for dimension 0 of parameter k2__length_scale is close to the specified upper bound 1000.0. Increasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py::test_constant_target[kernel4] 1038s gaussian_process/tests/test_gpr.py::test_constant_target[kernel5] 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:445: ConvergenceWarning: The optimal value found for dimension 0 of parameter k1__k1__constant_value is close to the specified lower bound 0.01. Decreasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py::test_constant_target[kernel4] 1038s gaussian_process/tests/test_gpr.py::test_constant_target[kernel5] 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:455: ConvergenceWarning: The optimal value found for dimension 0 of parameter k1__k2__length_scale is close to the specified upper bound 1000.0. Increasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py::test_gpr_fit_error[params1-ValueError-requires that all bounds are finite] 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:360: RuntimeWarning: invalid value encountered in log 1038s return np.log(np.vstack(bounds)) 1038s 1038s gaussian_process/tests/test_gpr.py::test_gpr_predict_input_not_modified 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/kernels.py:455: ConvergenceWarning: The optimal value found for dimension 0 of parameter constant_value is close to the specified upper bound 100000.0. Increasing the bound and calling fit again may find a better value. 1038s warnings.warn( 1038s 1038s gaussian_process/tests/test_gpr.py::test_gpr_predict_input_not_modified 1038s /usr/lib/python3/dist-packages/sklearn/gaussian_process/_gpr.py:479: UserWarning: Predicted variances smaller than 0. Setting those variances to 0. 1038s warnings.warn( 1038s 1038s impute/tests/test_impute.py::test_imputation_mean_median[csc_matrix] 1038s impute/tests/test_impute.py::test_imputation_mean_median[csc_array] 1038s impute/tests/test_impute.py::test_iterative_imputer_no_missing 1038s impute/tests/test_impute.py::test_iterative_imputer_no_missing 1038s impute/tests/test_impute.py::test_iterative_imputer_no_missing 1038s impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-mean-array] 1038s impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-mean-array] 1038s impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-mean-sparse] 1038s /usr/lib/python3/dist-packages/sklearn/impute/_base.py:577: UserWarning: Skipping features without any observed values: [0]. At least one non-missing value is needed for imputation with strategy='mean'. 1038s warnings.warn( 1038s 1038s impute/tests/test_impute.py::test_imputation_mean_median[csc_matrix] 1038s impute/tests/test_impute.py::test_imputation_mean_median[csc_array] 1038s impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-median-array] 1038s impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-median-array] 1038s impute/tests/test_impute.py::test_simple_imputer_keep_empty_features[False-median-sparse] 1038s /usr/lib/python3/dist-packages/sklearn/impute/_base.py:577: UserWarning: Skipping features without any observed values: [0]. At least one non-missing value is needed for imputation with strategy='median'. 1038s warnings.warn( 1038s 1038s impute/tests/test_impute.py: 10 warnings 1038s /usr/lib/python3/dist-packages/sklearn/impute/_base.py:577: UserWarning: Skipping features without any observed values: [0]. At least one non-missing value is needed for imputation with strategy='most_frequent'. 1038s warnings.warn( 1038s 1038s impute/tests/test_impute.py: 32 warnings 1038s /usr/lib/python3/dist-packages/sklearn/impute/_iterative.py:801: ConvergenceWarning: [IterativeImputer] Early stopping criterion not reached. 1038s warnings.warn( 1038s 1038s impute/tests/test_impute.py::test_iterative_imputer_all_missing 1038s impute/tests/test_impute.py::test_iterative_imputer_all_missing 1038s /usr/lib/python3/dist-packages/sklearn/impute/_base.py:577: UserWarning: Skipping features without any observed values: [0 1 2]. At least one non-missing value is needed for imputation with strategy='mean'. 1038s warnings.warn( 1038s 1038s impute/tests/test_impute.py: 4 warnings 1038s impute/tests/test_knn.py: 61 warnings 1038s /usr/lib/python3/dist-packages/numpy/ma/extras.py:617: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.) 1038s scl = avg.dtype.type(a.count(axis)) 1038s 1038s impute/tests/test_knn.py::test_knn_imputer_with_simple_example[-1-0] 1038s impute/tests/test_knn.py::test_knn_imputer_with_simple_example[nan-0] 1038s impute/tests/test_knn.py::test_knn_imputer_distance_weighted_not_enough_neighbors[-1-0] 1038s impute/tests/test_knn.py::test_knn_imputer_distance_weighted_not_enough_neighbors[-1-0] 1038s impute/tests/test_knn.py::test_knn_imputer_distance_weighted_not_enough_neighbors[nan-0] 1038s impute/tests/test_knn.py::test_knn_imputer_distance_weighted_not_enough_neighbors[nan-0] 1038s metrics/tests/test_pairwise.py::test_pairwise_distances_chunked_reduce[float64] 1038s metrics/tests/test_pairwise.py::test_pairwise_distances_chunked_reduce_none[float64] 1038s /usr/lib/python3/dist-packages/sklearn/utils/__init__.py:1118: UserWarning: Could not adhere to working_memory config. Currently 0MiB, 1MiB required. 1038s warnings.warn( 1038s 1038s inspection/_plot/tests/test_boundary_decision_display.py::test_decision_boundary_display_outlier_detector[contour-predict] 1038s /usr/lib/python3/dist-packages/sklearn/inspection/_plot/decision_boundary.py:187: UserWarning: No contour levels were found within the data range. 1038s self.surface_ = plot_func(self.xx0, self.xx1, self.response, **kwargs) 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_lasso_zero 1038s linear_model/tests/test_coordinate_descent.py::test_uniform_targets 1038s linear_model/tests/test_coordinate_descent.py::test_uniform_targets 1038s linear_model/tests/test_coordinate_descent.py::test_uniform_targets 1038s linear_model/tests/test_coordinate_descent.py::test_uniform_targets 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: 0.000e+00, tolerance: 0.000e+00 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_enet_nonfinite_params 1038s neural_network/tests/test_mlp.py::test_nonfinite_params 1038s /usr/lib/python3/dist-packages/numpy/core/_methods.py:118: RuntimeWarning: overflow encountered in reduce 1038s ret = umr_sum(arr, axis, dtype, out, keepdims, where=where) 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_enet_nonfinite_params 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: nan, tolerance: 2.100e-04 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py: 48 warnings 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7763568394002505e-15, tolerance: 1.404036409324171e-15 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.552713678800501e-15, tolerance: 1.404036409324171e-15 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py: 40 warnings 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7763568394002505e-15, tolerance: 1.2858308696095575e-15 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py: 34 warnings 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7763568394002505e-15, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py: 36 warnings 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7763568394002505e-15, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py: 38 warnings 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7763568394002505e-15, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: 1.776e-14, tolerance: 1.738e-15 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7763568394002505e-15, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7763568394002505e-14, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2434497875801753e-14, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.105427357601002e-15, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.329070518200751e-15, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5987211554602254e-14, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3092638912203256e-14, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4210854715202004e-14, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4868995751603507e-14, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.3290705182007514e-14, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.881784197001252e-15, tolerance: 1.404036409324171e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.329070518200751e-15, tolerance: 1.2858308696095575e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6645352591003757e-14, tolerance: 1.2858308696095575e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.283063041541027e-14, tolerance: 1.2858308696095575e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.217248937900877e-14, tolerance: 1.2858308696095575e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.881784197001252e-14, tolerance: 1.2858308696095575e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1723955140041653e-13, tolerance: 1.2858308696095575e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0302869668521453e-13, tolerance: 1.2858308696095575e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.907985046680551e-14, tolerance: 1.2858308696095575e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6645352591003757e-14, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2256862191861728e-13, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.815970093361102e-14, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.861977570020827e-14, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.329070518200751e-15, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4868995751603507e-14, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.730349362740526e-14, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7763568394002505e-15, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.842170943040401e-14, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.1514348342607263e-14, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.927791673660977e-14, tolerance: 1.4340335165128714e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.329070518200751e-15, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2434497875801753e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.019806626980426e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.815970093361102e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.881784197001252e-15, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.5067062021407764e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.618527782440651e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.414691248821327e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.552713678800501e-15, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.3290705182007514e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.907985046680551e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.704148513061227e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.217248937900877e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.638334409421077e-14, tolerance: 1.4257797990385112e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.552713678800501e-15, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5987211554602254e-14, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7763568394002505e-15, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.329070518200751e-15, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7763568394002505e-14, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.3290705182007514e-14, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.907985046680551e-14, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.881784197001252e-15, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.394884621840902e-14, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.973799150320701e-14, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0658141036401503e-14, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.552713678800501e-14, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.440892098500626e-14, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.684341886080802e-14, tolerance: 1.3875425663975809e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-LassoCV-params1] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-LassoCV-params1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.552713678800501e-14, tolerance: 1.7383268216560705e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-ElasticNet-params5] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-ElasticNet-params5] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: 8.519e+00, tolerance: 1.738e-15 Linear regression models with null weight for the l1 regularization term are more efficiently fitted using one of the solvers implemented in sklearn.linear_model.Ridge/RidgeCV instead. 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_matrix-ElasticNet-params5] 1038s linear_model/tests/test_coordinate_descent.py::test_model_pipeline_same_dense_and_sparse[csr_array-ElasticNet-params5] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.519405806421142, tolerance: 1.7383268216560705e-15 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_lasso_alpha_warning 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged. 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py: 60 warnings 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0, tolerance: 0.0 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py: 20 warnings 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:656: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0, tolerance: 0.0 1038s model = cd_fast.enet_coordinate_descent_multi_task( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_uniform_targets 1038s linear_model/tests/test_coordinate_descent.py::test_uniform_targets 1038s linear_model/tests/test_coordinate_descent.py::test_uniform_targets 1038s linear_model/tests/test_coordinate_descent.py::test_uniform_targets 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:2525: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0, tolerance: 0.0 1038s ) = cd_fast.enet_coordinate_descent_multi_task( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_multitask_enet_and_lasso_cv 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:2525: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5515863893489015, tolerance: 2.1444555087788615 1038s ) = cd_fast.enet_coordinate_descent_multi_task( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_multitask_enet_and_lasso_cv 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:2525: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1730065816504367, tolerance: 2.1444555087788615 1038s ) = cd_fast.enet_coordinate_descent_multi_task( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_check_input_false 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: 1.314e-06, tolerance: 2.248e-07 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_check_input_false 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: 9.603e-07, tolerance: 3.105e-07 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_check_input_false 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: 6.706e-07, tolerance: 1.972e-07 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_check_input_false 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: 1.505e-06, tolerance: 1.723e-07 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_check_input_false 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: 1.241e-06, tolerance: 1.215e-07 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_enet_l1_ratio 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.449999999999996, tolerance: 0.013475 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_enet_l1_ratio 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.96052631578949, tolerance: 0.013075 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_enet_l1_ratio 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.26368421052631, tolerance: 0.0134 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_enet_l1_ratio 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.771904761904758, tolerance: 0.0029000000000000002 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_enet_l1_ratio 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:664: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.586363636363632, tolerance: 0.0077 1038s model = cd_fast.enet_coordinate_descent_gram( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_enet_l1_ratio 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: 6.309e+01, tolerance: 1.348e-02 Linear regression models with null weight for the l1 regularization term are more efficiently fitted using one of the solvers implemented in sklearn.linear_model.Ridge/RidgeCV instead. 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_linear_models_cv_fit_with_loky[ElasticNetCV] 1038s /usr/lib/python3/dist-packages/joblib/parallel.py:366: UserWarning: joblib backend 'loky' is not available on your system, falling back to threading. 1038s backend = self._check_backend( 1038s 1038s linear_model/tests/test_coordinate_descent.py::test_enet_ridge_consistency[0.1] 1038s linear_model/tests/test_coordinate_descent.py::test_enet_ridge_consistency[1.0] 1038s linear_model/tests/test_coordinate_descent.py::test_enet_ridge_consistency[1000000.0] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:678: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations, check the scale of the features or consider increasing regularisation. Duality gap: 4.757e+03, tolerance: 2.375e-08 Linear regression models with null weight for the l1 regularization term are more efficiently fitted using one of the solvers implemented in sklearn.linear_model.Ridge/RidgeCV instead. 1038s model = cd_fast.enet_coordinate_descent( 1038s 1038s linear_model/tests/test_huber.py::test_huber_max_iter 1038s linear_model/tests/test_quantile.py::test_quantile_equals_huber_for_low_epsilon[True] 1038s linear_model/tests/test_quantile.py::test_quantile_equals_huber_for_low_epsilon[False] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1): 1038s STOP: TOTAL NO. of ITERATIONS REACHED LIMIT. 1038s 1038s Increase the number of iterations (max_iter) or scale the data as shown in: 1038s https://scikit-learn.org/stable/modules/preprocessing.html 1038s self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter) 1038s 1038s linear_model/tests/test_logistic.py: 1 warning 1038s linear_model/tests/test_ridge.py: 18 warnings 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_sag.py:350: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge 1038s warnings.warn( 1038s 1038s linear_model/tests/test_omp.py::test_unreachable_accuracy 1038s linear_model/tests/test_omp.py::test_unreachable_accuracy 1038s linear_model/tests/test_omp.py::test_omp_cv 1038s linear_model/tests/test_omp.py::test_omp_cv 1038s linear_model/tests/test_omp.py::test_omp_cv 1038s linear_model/tests/test_omp.py::test_omp_cv 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_omp.py:435: RuntimeWarning: Orthogonal matching pursuit ended prematurely due to linear dependence in the dictionary. The requested precision might not have been met. 1038s out = _cholesky_omp( 1038s 1038s linear_model/tests/test_passive_aggressive.py: 12 warnings 1038s tests/test_multioutput.py: 1 warning 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_stochastic_gradient.py:1575: ConvergenceWarning: Maximum number of iteration reached before convergence. Consider increasing max_iter to improve the fit. 1038s warnings.warn( 1038s 1038s linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized[wide-42-True-cholesky] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_ridge.py:241: LinAlgWarning: Ill-conditioned matrix (rcond=2.9879e-17): result may not be accurate. 1038s dual_coef = linalg.solve(K, y, assume_a="pos", overwrite_a=False) 1038s 1038s linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_hstacked_X[wide-42-True-cholesky] 1038s linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-True-cholesky] 1038s linear_model/tests/test_ridge.py::test_ridge_regression_unpenalized_vstacked_X[wide-42-False-cholesky] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_ridge.py:243: UserWarning: Singular matrix in solving dual problem. Using least-squares solution instead. 1038s warnings.warn( 1038s 1038s linear_model/tests/test_ridge.py: 54 warnings 1038s model_selection/tests/test_search.py: 16 warnings 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_regression.py:1187: UndefinedMetricWarning: R^2 score is not well-defined with less than two samples. 1038s warnings.warn(msg, UndefinedMetricWarning) 1038s 1038s linear_model/tests/test_ridge.py::test_ridgecv_sample_weight 1038s linear_model/tests/test_ridge.py::test_ridgecv_sample_weight 1038s linear_model/tests/test_ridge.py::test_ridgecv_sample_weight 1038s linear_model/tests/test_ridge.py::test_ridgecv_sample_weight 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:1051: UserWarning: One or more of the test scores are non-finite: [nan nan nan] 1038s warnings.warn( 1038s 1038s linear_model/tests/test_ridge.py::test_lbfgs_solver_consistency[0.01] 1038s linear_model/tests/test_ridge.py::test_lbfgs_solver_consistency[0.1] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_ridge.py:346: ConvergenceWarning: The lbfgs solver did not converge. Try increasing max_iter or tol. Currently: max_iter=500000 and tol=1e-16 1038s warnings.warn( 1038s 1038s linear_model/tests/test_sgd.py::test_SGDClassifier_fit_for_all_backends[multiprocessing] 1038s /usr/lib/python3/dist-packages/joblib/parallel.py:366: UserWarning: joblib backend 'multiprocessing' is not available on your system, falling back to threading. 1038s backend = self._check_backend( 1038s 1038s linear_model/tests/test_sparse_coordinate_descent.py::test_lasso_zero[csc_matrix] 1038s linear_model/tests/test_sparse_coordinate_descent.py::test_lasso_zero[csc_array] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_coordinate_descent.py:639: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0, tolerance: 0.0 1038s model = cd_fast.sparse_enet_coordinate_descent( 1038s 1038s manifold/tests/test_isomap.py::test_transform[float64-2-None] 1038s /usr/lib/python3/dist-packages/sklearn/manifold/_isomap.py:383: UserWarning: The number of connected components of the neighbors graph is 15 > 1. Completing the graph to fit Isomap might be slow. Increase the number of neighbors to avoid this issue. 1038s self._fit_transform(X) 1038s 1038s manifold/tests/test_isomap.py: 133 warnings 1038s utils/tests/test_graph.py: 4 warnings 1038s utils/tests/test_validation.py: 16 warnings 1038s /usr/lib/python3/dist-packages/scipy/sparse/_index.py:100: SparseEfficiencyWarning: Changing the sparsity structure of a csr_matrix is expensive. lil_matrix is more efficient. 1038s self._set_intXint(row, col, x.flat[0]) 1038s 1038s manifold/tests/test_isomap.py::test_pipeline[float64-2-None] 1038s /usr/lib/python3/dist-packages/sklearn/manifold/_isomap.py:383: UserWarning: The number of connected components of the neighbors graph is 7 > 1. Completing the graph to fit Isomap might be slow. Increase the number of neighbors to avoid this issue. 1038s self._fit_transform(X) 1038s 1038s manifold/tests/test_isomap.py::test_get_feature_names_out 1038s /usr/lib/python3/dist-packages/sklearn/manifold/_isomap.py:383: UserWarning: The number of connected components of the neighbors graph is 3 > 1. Completing the graph to fit Isomap might be slow. Increase the number of neighbors to avoid this issue. 1038s self._fit_transform(X) 1038s 1038s metrics/tests/test_classification.py::test_classification_report_output_dict_empty_input 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_classification.py:1509: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 due to no predicted samples. Use `zero_division` parameter to control this behavior. 1038s _warn_prf(average, modifier, f"{metric.capitalize()} is", len(result)) 1038s 1038s metrics/tests/test_classification.py::test_classification_report_output_dict_empty_input 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_classification.py:1509: UndefinedMetricWarning: Recall is ill-defined and being set to 0.0 due to no true samples. Use `zero_division` parameter to control this behavior. 1038s _warn_prf(average, modifier, f"{metric.capitalize()} is", len(result)) 1038s 1038s metrics/tests/test_classification.py::test_classification_report_output_dict_empty_input 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_classification.py:1509: UndefinedMetricWarning: F-score is ill-defined and being set to 0.0 due to no true nor predicted samples. Use `zero_division` parameter to control this behavior. 1038s _warn_prf(average, modifier, f"{metric.capitalize()} is", len(result)) 1038s 1038s metrics/tests/test_classification.py::test_likelihood_ratios_warnings[params0-samples of only one class were seen during testing] 1038s metrics/tests/test_classification.py::test_matthews_corrcoef 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_classification.py:386: UserWarning: A single label was found in 'y_true' and 'y_pred'. For the confusion matrix to have the correct shape, use the 'labels' parameter to pass all known labels. 1038s warnings.warn( 1038s 1038s metrics/tests/test_classification.py::test_likelihood_ratios_warnings[params4-no samples of the positive class were present in the testing set] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_classification.py:2003: RuntimeWarning: invalid value encountered in scalar divide 1038s positive_likelihood_ratio = pos_num / pos_denom 1038s 1038s metrics/tests/test_classification.py::test_likelihood_ratios_warnings[params4-no samples of the positive class were present in the testing set] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_classification.py:2010: RuntimeWarning: invalid value encountered in scalar divide 1038s negative_likelihood_ratio = neg_num / neg_denom 1038s 1038s metrics/tests/test_classification.py::test_likelihood_ratios 1038s /usr/lib/python3/dist-packages/sklearn/utils/_param_validation.py:213: UserWarning: positive_likelihood_ratio ill-defined and being set to nan 1038s return func(*args, **kwargs) 1038s 1038s metrics/tests/test_classification.py::test_balanced_accuracy_score[y_true2-y_pred2] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_classification.py:2458: UserWarning: y_pred contains classes not in y_true 1038s warnings.warn("y_pred contains classes not in y_true") 1038s 1038s metrics/tests/test_classification.py::test_classification_metric_pos_label_types[classes3-precision_recall_fscore_support] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_classification.py:1561: UserWarning: Note that pos_label (set to 'one') is ignored when average != 'binary' (got None). You may use labels=[pos_label] to specify a single positive class. 1038s warnings.warn( 1038s 1038s metrics/tests/test_ranking.py::test_precision_recall_curve_drop_intermediate 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_ranking.py:993: UserWarning: No positive class found in y_true, recall is set to one for all thresholds. 1038s warnings.warn( 1038s 1038s metrics/tests/test_ranking.py::test_top_k_accuracy_score_binary[y_score2-2-1] 1038s metrics/tests/test_ranking.py::test_top_k_accuracy_score_binary[y_score5-2-1] 1038s metrics/tests/test_score_objects.py::test_classification_binary_scores[top_k_accuracy-top_k_accuracy_score] 1038s metrics/tests/test_score_objects.py::test_classification_binary_scores[top_k_accuracy-top_k_accuracy_score] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_ranking.py:1988: UndefinedMetricWarning: 'k' (2) greater than or equal to 'n_classes' (2) will result in a perfect score and is therefore meaningless. 1038s warnings.warn( 1038s 1038s metrics/tests/test_regression.py::test_multioutput_regression 1038s /usr/lib/python3/dist-packages/sklearn/metrics/tests/test_regression.py:174: RuntimeWarning: invalid value encountered in scalar divide 1038s - np.abs(y_true[:, i] - y_pred[:, i]).sum() 1038s 1038s metrics/tests/test_regression.py::test_multioutput_regression 1038s metrics/tests/test_regression.py::test_multioutput_regression 1038s metrics/tests/test_regression.py::test_multioutput_regression 1038s metrics/tests/test_regression.py::test_regression_metrics_at_limits 1038s metrics/tests/test_regression.py::test_regression_metrics_at_limits 1038s metrics/tests/test_regression.py::test_regression_multioutput_array 1038s metrics/tests/test_regression.py::test_regression_multioutput_array 1038s metrics/tests/test_regression.py::test_regression_multioutput_array 1038s metrics/tests/test_regression.py::test_regression_multioutput_array 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_regression.py:866: RuntimeWarning: invalid value encountered in divide 1038s output_scores = 1 - (numerator / denominator) 1038s 1038s metrics/tests/test_regression.py::test_multioutput_regression 1038s metrics/tests/test_regression.py::test_regression_metrics_at_limits 1038s metrics/tests/test_regression.py::test_regression_metrics_at_limits 1038s metrics/tests/test_regression.py::test_regression_multioutput_array 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_regression.py:866: RuntimeWarning: divide by zero encountered in divide 1038s output_scores = 1 - (numerator / denominator) 1038s 1038s mixture/tests/test_bayesian_mixture.py: 349 warnings 1038s /usr/lib/python3/dist-packages/sklearn/mixture/_bayesian_mixture.py:811: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.) 1038s log_wishart = self.n_components * np.float64( 1038s 1038s mixture/tests/test_gaussian_mixture.py::test_regularisation 1038s mixture/tests/test_gaussian_mixture.py::test_regularisation 1038s mixture/tests/test_gaussian_mixture.py::test_regularisation 1038s mixture/tests/test_gaussian_mixture.py::test_regularisation 1038s mixture/tests/test_gaussian_mixture.py::test_regularisation 1038s mixture/tests/test_gaussian_mixture.py::test_regularisation 1038s mixture/tests/test_gaussian_mixture.py::test_regularisation 1038s mixture/tests/test_gaussian_mixture.py::test_regularisation 1038s /usr/lib/python3/dist-packages/sklearn/base.py:1474: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X. 1038s return fit_method(estimator, *args, **kwargs) 1038s 1038s mixture/tests/test_gaussian_mixture.py::test_gaussian_mixture_setting_best_params 1038s mixture/tests/test_mixture.py::test_gaussian_mixture_n_iter[estimator0] 1038s mixture/tests/test_mixture.py::test_gaussian_mixture_n_iter[estimator1] 1038s /usr/lib/python3/dist-packages/sklearn/mixture/_base.py:268: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_search.py::test_SearchCV_with_fit_params[RandomizedSearchCV] 1038s model_selection/tests/test_search.py::test_SearchCV_with_fit_params[RandomizedSearchCV] 1038s model_selection/tests/test_search.py::test_SearchCV_with_fit_params[RandomizedSearchCV] 1038s model_selection/tests/test_search.py::test_empty_cv_iterator_error 1038s model_selection/tests/test_search.py::test_random_search_bad_cv 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:318: UserWarning: The total space of parameters 3 is smaller than n_iter=10. Running 3 iterations. For exhaustive searches, use GridSearchCV. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_search.py: 4 warnings 1038s model_selection/tests/test_successive_halving.py: 1 warning 1038s tests/test_metaestimators_metadata_routing.py: 6 warnings 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:318: UserWarning: The total space of parameters 2 is smaller than n_iter=10. Running 2 iterations. For exhaustive searches, use GridSearchCV. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_search.py::test_random_search_cv_results_multimetric 1038s model_selection/tests/test_search.py::test_random_search_cv_results_multimetric 1038s model_selection/tests/test_search.py::test_random_search_cv_results_multimetric 1038s model_selection/tests/test_search.py::test_random_search_cv_results_multimetric 1038s model_selection/tests/test_search.py::test_random_search_cv_results_multimetric 1038s model_selection/tests/test_search.py::test_random_search_cv_results_multimetric 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:318: UserWarning: The total space of parameters 9 is smaller than n_iter=30. Running 9 iterations. For exhaustive searches, use GridSearchCV. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_search.py::test_search_cv_results_none_param 1038s model_selection/tests/test_split.py::test_nested_cv 1038s model_selection/tests/test_split.py::test_nested_cv 1038s model_selection/tests/test_split.py::test_nested_cv 1038s model_selection/tests/test_split.py::test_nested_cv 1038s model_selection/tests/test_split.py::test_nested_cv 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:1051: UserWarning: One or more of the test scores are non-finite: [nan nan] 1038s warnings.warn( 1038s 1038s model_selection/tests/test_search.py::test_grid_search_failing_classifier 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:1051: UserWarning: One or more of the test scores are non-finite: [0.5 0.5 nan] 1038s warnings.warn( 1038s 1038s model_selection/tests/test_search.py: 1 warning 1038s model_selection/tests/test_validation.py: 15 warnings 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_stochastic_gradient.py:1367: RuntimeWarning: divide by zero encountered in log 1038s return np.log(self.predict_proba(X)) 1038s 1038s model_selection/tests/test_search.py::test_search_estimator_param[RandomizedSearchCV-param_distributions] 1038s model_selection/tests/test_search.py::test_multi_metric_search_forwards_metadata[RandomizedSearchCV-param_distributions] 1038s model_selection/tests/test_search.py::test_score_rejects_params_with_no_routing_enabled[RandomizedSearchCV-param_distributions] 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:318: UserWarning: The total space of parameters 1 is smaller than n_iter=10. Running 1 iterations. For exhaustive searches, use GridSearchCV. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_split.py: 14 warnings 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_split.py:737: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=4. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_split.py: 14 warnings 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_split.py:737: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=6. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_split.py: 14 warnings 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_split.py:737: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=7. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_split.py: 14 warnings 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_split.py:950: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=4. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_split.py: 14 warnings 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_split.py:950: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=6. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_split.py: 14 warnings 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_split.py:950: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=7. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_split.py: 10 warnings 1038s /usr/lib/python3/dist-packages/numpy/lib/function_base.py:520: RuntimeWarning: Mean of empty slice. 1038s avg = a.mean(axis, **keepdims_kw) 1038s 1038s model_selection/tests/test_split.py: 10 warnings 1038s /usr/lib/python3/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in scalar divide 1038s ret = ret.dtype.type(ret / rcount) 1038s 1038s model_selection/tests/test_successive_halving.py::test_input_errors[params1-Cannot use parameter a as the resource since it is part of-HalvingRandomSearchCV] 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:318: UserWarning: The total space of parameters 1 is smaller than n_iter=100. Running 1 iterations. For exhaustive searches, use GridSearchCV. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_successive_halving.py::test_groups_support[HalvingRandomSearchCV] 1038s model_selection/tests/test_successive_halving.py::test_groups_support[HalvingRandomSearchCV] 1038s model_selection/tests/test_successive_halving.py::test_groups_support[HalvingRandomSearchCV] 1038s model_selection/tests/test_successive_halving.py::test_groups_support[HalvingRandomSearchCV] 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:318: UserWarning: The total space of parameters 1 is smaller than n_iter=4. Running 1 iterations. For exhaustive searches, use GridSearchCV. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_successive_halving.py::test_groups_support[HalvingRandomSearchCV] 1038s model_selection/tests/test_successive_halving.py::test_groups_support[HalvingRandomSearchCV] 1038s model_selection/tests/test_successive_halving.py::test_groups_support[HalvingRandomSearchCV] 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:318: UserWarning: The total space of parameters 1 is smaller than n_iter=2. Running 1 iterations. For exhaustive searches, use GridSearchCV. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_validation.py::test_cross_val_predict_decision_function_shape 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_validation.py:1426: RuntimeWarning: Number of classes in training fold (1) does not match total number of classes (2). Results may not be appropriate for your use case. To fix this, use a cross-validation technique resulting in properly stratified folds 1038s warnings.warn( 1038s 1038s model_selection/tests/test_validation.py::test_cross_val_predict_decision_function_shape 1038s model_selection/tests/test_validation.py::test_cross_val_predict_class_subset 1038s model_selection/tests/test_validation.py::test_cross_val_predict_class_subset 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_validation.py:1426: RuntimeWarning: Number of classes in training fold (7) does not match total number of classes (10). Results may not be appropriate for your use case. To fix this, use a cross-validation technique resulting in properly stratified folds 1038s warnings.warn( 1038s 1038s model_selection/tests/test_validation.py::test_cross_val_predict_unbalanced 1038s model_selection/tests/test_validation.py::test_cross_val_predict_unbalanced 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_split.py:737: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=2. 1038s warnings.warn( 1038s 1038s model_selection/tests/test_validation.py::test_cross_val_predict_unbalanced 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_validation.py:1426: RuntimeWarning: Number of classes in training fold (2) does not match total number of classes (3). Results may not be appropriate for your use case. To fix this, use a cross-validation technique resulting in properly stratified folds 1038s warnings.warn( 1038s 1038s model_selection/tests/test_validation.py::test_cross_val_predict_class_subset 1038s model_selection/tests/test_validation.py::test_cross_val_predict_class_subset 1038s model_selection/tests/test_validation.py::test_cross_val_predict_class_subset 1038s model_selection/tests/test_validation.py::test_cross_val_predict_class_subset 1038s model_selection/tests/test_validation.py::test_cross_val_predict_class_subset 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_validation.py:1426: RuntimeWarning: Number of classes in training fold (8) does not match total number of classes (10). Results may not be appropriate for your use case. To fix this, use a cross-validation technique resulting in properly stratified folds 1038s warnings.warn( 1038s 1038s neighbors/tests/test_lof.py::test_n_neighbors_attribute 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_lof.py:283: UserWarning: n_neighbors (500) is greater than the total number of samples (150). n_neighbors will be set to (n_samples - 1) for estimation. 1038s warnings.warn( 1038s 1038s neighbors/tests/test_lof.py::test_hasattr_prediction 1038s neighbors/tests/test_lof.py::test_hasattr_prediction 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_lof.py:283: UserWarning: n_neighbors (20) is greater than the total number of samples (3). n_neighbors will be set to (n_samples - 1) for estimation. 1038s warnings.warn( 1038s 1038s neighbors/tests/test_lof.py::test_novelty_true_common_tests[LocalOutlierFactor(novelty=True)-check_estimators_nan_inf] 1038s neighbors/tests/test_lof.py::test_novelty_true_common_tests[LocalOutlierFactor(novelty=True)-check_estimators_nan_inf] 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_lof.py:283: UserWarning: n_neighbors (20) is greater than the total number of samples (10). n_neighbors will be set to (n_samples - 1) for estimation. 1038s warnings.warn( 1038s 1038s neighbors/tests/test_lof.py::test_novelty_true_common_tests[LocalOutlierFactor(novelty=True)-check_classifier_data_not_an_array] 1038s neighbors/tests/test_lof.py::test_novelty_true_common_tests[LocalOutlierFactor(novelty=True)-check_classifier_data_not_an_array] 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_lof.py:283: UserWarning: n_neighbors (20) is greater than the total number of samples (12). n_neighbors will be set to (n_samples - 1) for estimation. 1038s warnings.warn( 1038s 1038s neighbors/tests/test_nearest_centroid.py: 46 warnings 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_nearest_centroid.py:201: UserWarning: Averaging for metrics other than euclidean and manhattan not supported. The average is set to be the mean. 1038s warnings.warn( 1038s 1038s neighbors/tests/test_neighbors.py: 184 warnings 1038s /usr/lib/python3/dist-packages/numpy/core/numeric.py:407: RuntimeWarning: invalid value encountered in cast 1038s multiarray.copyto(res, fill_value, casting='unsafe') 1038s 1038s neighbors/tests/test_neighbors.py: 12 warnings 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_classification.py:829: RuntimeWarning: invalid value encountered in divide 1038s proba_k /= normalizer 1038s 1038s neighbors/tests/test_neighbors.py::test_neighbors_validate_parameters[csr_matrix-KNeighborsClassifier] 1038s neighbors/tests/test_neighbors.py::test_neighbors_validate_parameters[csr_matrix-RadiusNeighborsClassifier] 1038s neighbors/tests/test_neighbors.py::test_neighbors_validate_parameters[csr_matrix-KNeighborsRegressor] 1038s neighbors/tests/test_neighbors.py::test_neighbors_validate_parameters[csr_matrix-RadiusNeighborsRegressor] 1038s neighbors/tests/test_neighbors.py::test_neighbors_validate_parameters[csr_array-KNeighborsClassifier] 1038s neighbors/tests/test_neighbors.py::test_neighbors_validate_parameters[csr_array-RadiusNeighborsClassifier] 1038s neighbors/tests/test_neighbors.py::test_neighbors_validate_parameters[csr_array-KNeighborsRegressor] 1038s neighbors/tests/test_neighbors.py::test_neighbors_validate_parameters[csr_array-RadiusNeighborsRegressor] 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_base.py:584: UserWarning: cannot use tree with sparse input: using brute force 1038s warnings.warn("cannot use tree with sparse input: using brute force") 1038s 1038s neighbors/tests/test_neighbors.py: 11 warnings 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_unsupervised.py:175: SyntaxWarning: Parameter p is found in metric_params. The corresponding parameter from __init__ is ignored. 1038s return self._fit(X) 1038s 1038s neighbors/tests/test_neighbors.py::test_valid_brute_metric_for_auto_algorithm[float64-csr_matrix-yule] 1038s neighbors/tests/test_neighbors.py::test_valid_brute_metric_for_auto_algorithm[float64-csr_array-yule] 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-yule] 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-yule] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/pairwise.py:2317: DataConversionWarning: Data was converted to boolean for metric yule 1038s warnings.warn(msg, DataConversionWarning) 1038s 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_predict_proba 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_predict_proba 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_classification.py:819: UserWarning: Outlier label -1 is not in training classes. All class probabilities of outliers will be assigned with 0. 1038s warnings.warn( 1038s 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-dice] 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-dice] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/pairwise.py:2317: DataConversionWarning: Data was converted to boolean for metric dice 1038s warnings.warn(msg, DataConversionWarning) 1038s 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-jaccard] 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-jaccard] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/pairwise.py:2317: DataConversionWarning: Data was converted to boolean for metric jaccard 1038s warnings.warn(msg, DataConversionWarning) 1038s 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-rogerstanimoto] 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-rogerstanimoto] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/pairwise.py:2317: DataConversionWarning: Data was converted to boolean for metric rogerstanimoto 1038s warnings.warn(msg, DataConversionWarning) 1038s 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-russellrao] 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-russellrao] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/pairwise.py:2317: DataConversionWarning: Data was converted to boolean for metric russellrao 1038s warnings.warn(msg, DataConversionWarning) 1038s 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-sokalmichener] 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-sokalmichener] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/pairwise.py:2317: DataConversionWarning: Data was converted to boolean for metric sokalmichener 1038s warnings.warn(msg, DataConversionWarning) 1038s 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-sokalsneath] 1038s neighbors/tests/test_neighbors.py::test_radius_neighbors_brute_backend[42-float64-sokalsneath] 1038s /usr/lib/python3/dist-packages/sklearn/metrics/pairwise.py:2317: DataConversionWarning: Data was converted to boolean for metric sokalsneath 1038s warnings.warn(msg, DataConversionWarning) 1038s 1038s neighbors/tests/test_neighbors.py::test_nearest_neighbours_works_with_p_less_than_1 1038s /usr/lib/python3/dist-packages/sklearn/neighbors/_base.py:654: UserWarning: Mind that for 0 < p < 1, Minkowski metrics are not distance metrics. Continuing the execution with `algorithm='brute'`. 1038s warnings.warn( 1038s 1038s neighbors/tests/test_neighbors_pipeline.py::test_spectral_clustering 1038s neighbors/tests/test_neighbors_pipeline.py::test_spectral_embedding 1038s /usr/lib/python3/dist-packages/sklearn/manifold/_spectral_embedding.py:275: UserWarning: Array is not symmetric, and will be converted to symmetric by average with its transpose. 1038s adjacency = check_symmetric(adjacency) 1038s 1038s neural_network/tests/test_mlp.py: 11 warnings 1038s /usr/lib/python3/dist-packages/sklearn/neural_network/_multilayer_perceptron.py:546: ConvergenceWarning: lbfgs failed to converge (status=1): 1038s STOP: TOTAL NO. of ITERATIONS REACHED LIMIT. 1038s 1038s Increase the number of iterations (max_iter) or scale the data as shown in: 1038s https://scikit-learn.org/stable/modules/preprocessing.html 1038s self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter) 1038s 1038s neural_network/tests/test_mlp.py::test_nonfinite_params 1038s /usr/lib/python3/dist-packages/sklearn/neural_network/_base.py:173: RuntimeWarning: overflow encountered in square 1038s return ((y_true - y_pred) ** 2).mean() / 2 1038s 1038s neural_network/tests/test_mlp.py::test_nonfinite_params 1038s /usr/lib/python3/dist-packages/sklearn/utils/extmath.py:208: RuntimeWarning: overflow encountered in matmul 1038s ret = a @ b 1038s 1038s neural_network/tests/test_mlp.py::test_nonfinite_params 1038s /usr/lib/python3/dist-packages/sklearn/neural_network/_stochastic_optimizers.py:276: RuntimeWarning: overflow encountered in square 1038s self.beta_2 * v + (1 - self.beta_2) * (grad**2) 1038s 1038s neural_network/tests/test_mlp.py::test_nonfinite_params 1038s /usr/lib/python3/dist-packages/sklearn/neural_network/_stochastic_optimizers.py:285: RuntimeWarning: invalid value encountered in divide 1038s -self.learning_rate * m / (np.sqrt(v) + self.epsilon) 1038s 1038s neural_network/tests/test_mlp.py::test_shuffle 1038s neural_network/tests/test_mlp.py::test_shuffle 1038s neural_network/tests/test_mlp.py::test_shuffle 1038s neural_network/tests/test_mlp.py::test_shuffle 1038s neural_network/tests/test_mlp.py::test_shuffle 1038s neural_network/tests/test_mlp.py::test_shuffle 1038s /usr/lib/python3/dist-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (1) reached and the optimization hasn't converged yet. 1038s warnings.warn( 1038s 1038s neural_network/tests/test_mlp.py::test_warm_start_full_iteration[MLPClassifier] 1038s neural_network/tests/test_mlp.py::test_warm_start_full_iteration[MLPClassifier] 1038s neural_network/tests/test_mlp.py::test_warm_start_full_iteration[MLPRegressor] 1038s neural_network/tests/test_mlp.py::test_warm_start_full_iteration[MLPRegressor] 1038s /usr/lib/python3/dist-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (3) reached and the optimization hasn't converged yet. 1038s warnings.warn( 1038s 1038s neural_network/tests/test_mlp.py::test_mlp_classifier_dtypes_casting 1038s neural_network/tests/test_mlp.py::test_mlp_classifier_dtypes_casting 1038s neural_network/tests/test_mlp.py::test_mlp_regressor_dtypes_casting 1038s neural_network/tests/test_mlp.py::test_mlp_regressor_dtypes_casting 1038s neural_network/tests/test_mlp.py::test_mlp_param_dtypes[MLPClassifier-float32] 1038s neural_network/tests/test_mlp.py::test_mlp_param_dtypes[MLPClassifier-float64] 1038s neural_network/tests/test_mlp.py::test_mlp_param_dtypes[MLPRegressor-float32] 1038s neural_network/tests/test_mlp.py::test_mlp_param_dtypes[MLPRegressor-float64] 1038s /usr/lib/python3/dist-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (50) reached and the optimization hasn't converged yet. 1038s warnings.warn( 1038s 1038s neural_network/tests/test_mlp.py::test_mlp_warm_start_with_early_stopping[MLPClassifier] 1038s neural_network/tests/test_mlp.py::test_mlp_warm_start_with_early_stopping[MLPRegressor] 1038s /usr/lib/python3/dist-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (10) reached and the optimization hasn't converged yet. 1038s warnings.warn( 1038s 1038s neural_network/tests/test_mlp.py::test_mlp_warm_start_with_early_stopping[MLPRegressor] 1038s /usr/lib/python3/dist-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (20) reached and the optimization hasn't converged yet. 1038s warnings.warn( 1038s 1038s preprocessing/tests/test_data.py::test_standard_scaler_sample_weight[array-Xw2-X2-sample_weight2] 1038s preprocessing/tests/test_data.py::test_standard_scaler_sample_weight[array-Xw2-X2-sample_weight2] 1038s /usr/lib/python3/dist-packages/sklearn/utils/extmath.py:1137: RuntimeWarning: invalid value encountered in divide 1038s updated_mean = (last_sum + new_sum) / updated_sample_count 1038s 1038s preprocessing/tests/test_data.py::test_standard_scaler_sample_weight[array-Xw2-X2-sample_weight2] 1038s preprocessing/tests/test_data.py::test_standard_scaler_sample_weight[array-Xw2-X2-sample_weight2] 1038s /usr/lib/python3/dist-packages/sklearn/utils/extmath.py:1142: RuntimeWarning: invalid value encountered in divide 1038s T = new_sum / new_sample_count 1038s 1038s preprocessing/tests/test_data.py::test_standard_scaler_sample_weight[array-Xw2-X2-sample_weight2] 1038s preprocessing/tests/test_data.py::test_standard_scaler_sample_weight[array-Xw2-X2-sample_weight2] 1038s /usr/lib/python3/dist-packages/sklearn/utils/extmath.py:1162: RuntimeWarning: invalid value encountered in divide 1038s new_unnormalized_variance -= correction**2 / new_sample_count 1038s 1038s preprocessing/tests/test_data.py::test_quantile_transform_and_inverse 1038s preprocessing/tests/test_data.py::test_one_to_one_features[QuantileTransformer] 1038s /usr/lib/python3/dist-packages/sklearn/preprocessing/_data.py:2762: UserWarning: n_quantiles (1000) is greater than the total number of samples (150). n_quantiles is set to n_samples. 1038s warnings.warn( 1038s 1038s preprocessing/tests/test_data.py::test_quantile_transform_and_inverse 1038s /usr/lib/python3/dist-packages/sklearn/preprocessing/_data.py:2762: UserWarning: n_quantiles (1000) is greater than the total number of samples (7). n_quantiles is set to n_samples. 1038s warnings.warn( 1038s 1038s preprocessing/tests/test_data.py::test_quantile_transform_nan 1038s /usr/lib/python3/dist-packages/sklearn/preprocessing/_data.py:2762: UserWarning: n_quantiles (10) is greater than the total number of samples (3). n_quantiles is set to n_samples. 1038s warnings.warn( 1038s 1038s preprocessing/tests/test_data.py::test_quantile_transform_nan 1038s /usr/lib/python3/dist-packages/numpy/lib/nanfunctions.py:1384: RuntimeWarning: All-NaN slice encountered 1038s return _nanquantile_unchecked( 1038s 1038s preprocessing/tests/test_discretization.py::test_fit_transform[quantile-expected5-sample_weight5] 1038s /usr/lib/python3/dist-packages/sklearn/preprocessing/_discretization.py:322: UserWarning: Bins whose width are too small (i.e., <= 1e-8) in feature 0 are removed. Consider decreasing the number of bins. 1038s warnings.warn( 1038s 1038s preprocessing/tests/test_discretization.py::test_fit_transform[quantile-expected5-sample_weight5] 1038s preprocessing/tests/test_discretization.py::test_fit_transform_n_bins_array[quantile-expected4-sample_weight4] 1038s /usr/lib/python3/dist-packages/sklearn/preprocessing/_discretization.py:322: UserWarning: Bins whose width are too small (i.e., <= 1e-8) in feature 1 are removed. Consider decreasing the number of bins. 1038s warnings.warn( 1038s 1038s preprocessing/tests/test_discretization.py::test_fit_transform[quantile-expected5-sample_weight5] 1038s preprocessing/tests/test_discretization.py::test_fit_transform_n_bins_array[quantile-expected4-sample_weight4] 1038s /usr/lib/python3/dist-packages/sklearn/preprocessing/_discretization.py:322: UserWarning: Bins whose width are too small (i.e., <= 1e-8) in feature 2 are removed. Consider decreasing the number of bins. 1038s warnings.warn( 1038s 1038s preprocessing/tests/test_discretization.py::test_fit_transform[quantile-expected5-sample_weight5] 1038s preprocessing/tests/test_discretization.py::test_fit_transform_n_bins_array[quantile-expected4-sample_weight4] 1038s /usr/lib/python3/dist-packages/sklearn/preprocessing/_discretization.py:322: UserWarning: Bins whose width are too small (i.e., <= 1e-8) in feature 3 are removed. Consider decreasing the number of bins. 1038s warnings.warn( 1038s 1038s preprocessing/tests/test_discretization.py::test_same_min_max[uniform] 1038s preprocessing/tests/test_discretization.py::test_same_min_max[kmeans] 1038s /usr/lib/python3/dist-packages/sklearn/preprocessing/_discretization.py:248: FutureWarning: In version 1.5 onwards, subsample=200_000 will be used by default. Set subsample explicitly to silence this warning in the mean time. Set subsample=None to disable subsampling explicitly. 1038s warnings.warn( 1038s 1038s svm/tests/test_svm.py::test_svc_nonfinite_params 1038s /usr/lib/python3/dist-packages/numpy/core/_methods.py:152: RuntimeWarning: overflow encountered in reduce 1038s arrmean = umr_sum(arr, axis, dtype, keepdims=True, where=where) 1038s 1038s tests/test_calibration.py: 10 warnings 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_validation.py:1426: RuntimeWarning: Number of classes in training fold (9) does not match total number of classes (10). Results may not be appropriate for your use case. To fix this, use a cross-validation technique resulting in properly stratified folds 1038s warnings.warn( 1038s 1038s tests/test_discriminant_analysis.py::test_qda_regularization 1038s tests/test_discriminant_analysis.py::test_qda_regularization 1038s /usr/lib/python3/dist-packages/sklearn/discriminant_analysis.py:960: RuntimeWarning: invalid value encountered in multiply 1038s X2 = np.dot(Xm, R * (S ** (-0.5))) 1038s 1038s tests/test_metaestimators.py::test_metaestimator_delegation 1038s /usr/lib/python3/dist-packages/sklearn/semi_supervised/_self_training.py:227: UserWarning: y contains no unlabeled samples 1038s warnings.warn("y contains no unlabeled samples", UserWarning) 1038s 1038s tests/test_metaestimators_metadata_routing.py::test_setting_request_on_sub_estimator_removes_error[HalvingRandomSearchCV] 1038s tests/test_metaestimators_metadata_routing.py::test_setting_request_on_sub_estimator_removes_error[HalvingRandomSearchCV] 1038s tests/test_metaestimators_metadata_routing.py::test_non_consuming_estimator_works[HalvingRandomSearchCV] 1038s tests/test_metaestimators_metadata_routing.py::test_metadata_is_routed_correctly_to_scorer[HalvingRandomSearchCV] 1038s tests/test_metaestimators_metadata_routing.py::test_metadata_is_routed_correctly_to_scorer[HalvingRandomSearchCV] 1038s tests/test_metaestimators_metadata_routing.py::test_metadata_is_routed_correctly_to_splitter[HalvingRandomSearchCV] 1038s /usr/lib/python3/dist-packages/sklearn/model_selection/_search.py:318: UserWarning: The total space of parameters 2 is smaller than n_iter=8. Running 2 iterations. For exhaustive searches, use GridSearchCV. 1038s warnings.warn( 1038s 1038s tests/test_multiclass.py::test_constant_int_target[ones] 1038s /usr/lib/python3/dist-packages/sklearn/multiclass.py:90: UserWarning: Label not 1 is present in all training examples. 1038s warnings.warn( 1038s 1038s tests/test_multiclass.py::test_constant_int_target[zeros] 1038s /usr/lib/python3/dist-packages/sklearn/multiclass.py:90: UserWarning: Label not 0 is present in all training examples. 1038s warnings.warn( 1038s 1038s tests/test_multioutput.py::test_multi_output_delegate_predict_proba 1038s tests/test_pipeline.py::test_features_names_passthrough 1038s utils/tests/test_estimator_checks.py::test_check_estimator 1038s utils/tests/test_estimator_html_repr.py::test_estimator_html_repr_fitted_icon[estimator0] 1038s /usr/lib/python3/dist-packages/sklearn/linear_model/_logistic.py:469: ConvergenceWarning: lbfgs failed to converge (status=1): 1038s STOP: TOTAL NO. of ITERATIONS REACHED LIMIT. 1038s 1038s Increase the number of iterations (max_iter) or scale the data as shown in: 1038s https://scikit-learn.org/stable/modules/preprocessing.html 1038s Please also refer to the documentation for alternative solver options: 1038s https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression 1038s n_iter_i = _check_optimize_result( 1038s 1038s tests/test_multioutput.py::test_classifier_chain_vs_independent_models 1038s tests/test_multioutput.py::test_classifier_chain_vs_independent_models 1038s tests/test_multioutput.py::test_base_chain_crossval_fit_and_predict 1038s /usr/lib/python3/dist-packages/sklearn/metrics/_classification.py:1509: UndefinedMetricWarning: Jaccard is ill-defined and being set to 0.0 in samples with no true or predicted labels. Use `zero_division` parameter to control this behavior. 1038s _warn_prf(average, modifier, f"{metric.capitalize()} is", len(result)) 1038s 1038s tests/test_naive_bayes.py::test_alpha_vector 1038s tests/test_naive_bayes.py::test_alpha_vector 1038s /usr/lib/python3/dist-packages/sklearn/naive_bayes.py:620: UserWarning: alpha too small will result in numeric errors, setting alpha = 1.0e-10. Use `force_alpha=True` to keep alpha unchanged. 1038s warnings.warn( 1038s 1038s tree/tests/test_tree.py: 14 warnings 1038s /usr/lib/python3/dist-packages/sklearn/tree/_classes.py:1078: RuntimeWarning: divide by zero encountered in log 1038s proba[k] = np.log(proba[k]) 1038s 1038s tree/tests/test_tree.py::test_big_input 1038s /usr/lib/python3/dist-packages/sklearn/utils/_array_api.py:521: RuntimeWarning: overflow encountered in cast 1038s array = numpy.asarray(array, order=order, dtype=dtype) 1038s 1038s tree/tests/test_tree.py::test_empty_leaf_infinite_threshold[None] 1038s tree/tests/test_tree.py::test_empty_leaf_infinite_threshold[csc_matrix] 1038s tree/tests/test_tree.py::test_empty_leaf_infinite_threshold[csc_array] 1038s /usr/lib/python3/dist-packages/sklearn/tree/tests/test_tree.py:1783: RuntimeWarning: overflow encountered in cast 1038s data = np.nan_to_num(data.astype("float32")) 1038s 1038s tree/tests/test_tree.py::test_empty_leaf_infinite_threshold[None] 1038s tree/tests/test_tree.py::test_empty_leaf_infinite_threshold[None] 1038s tree/tests/test_tree.py::test_empty_leaf_infinite_threshold[csc_matrix] 1038s tree/tests/test_tree.py::test_empty_leaf_infinite_threshold[csc_array] 1038s /usr/lib/python3/dist-packages/numpy/core/fromnumeric.py:88: RuntimeWarning: invalid value encountered in reduce 1038s return ufunc.reduce(obj, axis, dtype, out, **passkwargs) 1038s 1038s utils/tests/test_estimator_checks.py: 14 warnings 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:659: SkipTestWarning: pandas is not installed: not testing for input of type pandas.Series to class weight. 1038s warnings.warn(str(exception), SkipTestWarning) 1038s 1038s utils/tests/test_estimator_checks.py: 16 warnings 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:659: SkipTestWarning: pandas is not installed: not checking estimators for pandas objects. 1038s warnings.warn(str(exception), SkipTestWarning) 1038s 1038s utils/tests/test_estimator_checks.py::test_check_estimator 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:659: SkipTestWarning: Skipping check_sample_weights_invariance for TaggedBinaryClassifier: zero sample_weight is not equivalent to removing samples 1038s warnings.warn(str(exception), SkipTestWarning) 1038s 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:659: SkipTestWarning: Skipping check_sample_weights_invariance for SGDClassifier: zero sample_weight is not equivalent to removing samples 1038s warnings.warn(str(exception), SkipTestWarning) 1038s 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:659: SkipTestWarning: array_api_compat is not installed: not checking array_api input 1038s warnings.warn(str(exception), SkipTestWarning) 1038s 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:659: SkipTestWarning: cupy is not installed: not checking array_api input 1038s warnings.warn(str(exception), SkipTestWarning) 1038s 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:659: SkipTestWarning: cupy.array_api is not installed: not checking array_api input 1038s warnings.warn(str(exception), SkipTestWarning) 1038s 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:659: SkipTestWarning: torch is not installed: not checking array_api input 1038s warnings.warn(str(exception), SkipTestWarning) 1038s 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:659: SkipTestWarning: ExtraTreesClassifier does not have a decision_function method. 1038s warnings.warn(str(exception), SkipTestWarning) 1038s 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s utils/tests/test_estimator_checks.py::test_check_estimator_clones 1038s /usr/lib/python3/dist-packages/sklearn/utils/estimator_checks.py:659: SkipTestWarning: Skipping check_sample_weights_invariance for MiniBatchKMeans: zero sample_weight is not equivalent to removing samples 1038s warnings.warn(str(exception), SkipTestWarning) 1038s 1038s ../../../usr/lib/python3/dist-packages/_pytest/cacheprovider.py:479 1038s /usr/lib/python3/dist-packages/_pytest/cacheprovider.py:479: PytestCacheWarning: could not create cache path /usr/lib/python3/dist-packages/sklearn/.pytest_cache/v/cache/nodeids: [Errno 13] Permission denied: '/usr/lib/python3/dist-packages/sklearn/pytest-cache-files-xqd2fyu3' 1038s config.cache.set("cache/nodeids", sorted(self.cached_nodeids)) 1038s 1038s ../../../usr/lib/python3/dist-packages/_pytest/stepwise.py:57 1039s /usr/lib/python3/dist-packages/_pytest/stepwise.py:57: PytestCacheWarning: could not create cache path /usr/lib/python3/dist-packages/sklearn/.pytest_cache/v/cache/stepwise: [Errno 13] Permission denied: '/usr/lib/python3/dist-packages/sklearn/pytest-cache-files-npkv8dmd' 1039s session.config.cache.set(STEPWISE_CACHE_DIR, []) 1039s 1039s -- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html 1039s = 18643 passed, 2378 skipped, 11732 deselected, 33 xfailed, 2634 warnings in 821.29s (0:13:41) = 1039s autopkgtest [02:07:21]: test python3: -----------------------] 1043s autopkgtest [02:07:25]: test python3: - - - - - - - - - - results - - - - - - - - - - 1043s python3 PASS 1043s autopkgtest [02:07:25]: @@@@@@@@@@@@@@@@@@@@ summary 1043s python3 PASS 1054s nova [W] Using flock in scalingstack-bos02-ppc64el 1054s Creating nova instance adt-oracular-ppc64el-scikit-learn-20240608-015002-juju-7f2275-prod-proposed-migration-environment-2-fc0db939-d133-42c3-96b2-c6f494bddfec from image adt/ubuntu-oracular-ppc64el-server-20240607.img (UUID 2e7ff4dd-25ad-4882-8618-1243d2d4ac8e)...