10591698 30495 Laurens Krudde 10101 Supervised Classification 19197 sklearn.svm._classes.SVC(12) 8304471 Python_3.10.4. Sklearn_1.1.3. NumPy_1.23.2. SciPy_1.9.0. C 1 19197 break_ties false 19197 cache_size 200 19197 class_weight null 19197 coef0 0.0 19197 decision_function_shape "ovr" 19197 degree 3 19197 gamma 2 19197 kernel "rbf" 19197 max_iter -1 19197 probability false 19197 random_state 19266 19197 shrinking true 19197 tol 0.001 19197 verbose false 19197 openml-python Sklearn_1.1.3. 1464 blood-transfusion-service-center https://www.openml.org/data/download/1586225/php0iVrYT -1 22111079 description https://api.openml.org/data/download/22111079/description.xml -1 22111080 predictions https://api.openml.org/data/download/22111080/predictions.arff area_under_roc_curve 0.5133550167553715 [0.513355,0.513355] average_cost 0 f_measure 0.676358728990308 [0.854701,0.105263] kappa 0.03730316044488484 kb_relative_information_score 0.22303368919586017 mean_absolute_error 0.25 mean_prior_absolute_error 0.3630445632798566 weighted_recall 0.75 [0.964912,0.061798] number_of_instances 748 [570,178] precision 0.6689836685112701 [0.767085,0.354839] predictive_accuracy 0.75 prior_entropy 0.7916465694609683 relative_absolute_error 0.6886206964275208 root_mean_prior_squared_error 0.4258399633559147 root_mean_squared_error 0.5 root_relative_squared_error 1.1741500164983407 total_cost 0 unweighted_recall 0.5133550167553715 [0.964912,0.061798] area_under_roc_curve 0.5555555555555556 [0.555556,0.555556] area_under_roc_curve 0.4824561403508772 [0.482456,0.482456] area_under_roc_curve 0.5292397660818714 [0.52924,0.52924] area_under_roc_curve 0.4912280701754385 [0.491228,0.491228] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.49269005847953223 [0.49269,0.49269] area_under_roc_curve 0.5570175438596491 [0.557018,0.557018] area_under_roc_curve 0.5102339181286549 [0.510234,0.510234] area_under_roc_curve 0.5206398348813209 [0.52064,0.52064] area_under_roc_curve 0.49432404540763675 [0.494324,0.494324] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.7144615384615385 [0.876923,0.2] f_measure 0.6430769230769231 [0.846154,0] f_measure 0.6880383430332078 [0.850394,0.173913] f_measure 0.6497709923664122 [0.854962,0] f_measure 0.6552002738788086 [0.834646,0.086957] f_measure 0.7114285714285714 [0.857143,0.25] f_measure 0.6709191583610189 [0.852713,0.095238] f_measure 0.6929438618545106 [0.868217,0.105263] f_measure 0.6688896688896688 [0.84127,0.090909] kappa 0.1596638655462184 kappa -0.05042016806722702 kappa 0.07766990291262131 kappa -0.025917926565874574 kappa 0 kappa -0.01941747572815563 kappa 0.14772727272727265 kappa 0.028629856850715996 kappa 0.059790732436472524 kappa -0.015089163237311274 kb_relative_information_score 0.3398247316750158 kb_relative_information_score 0.17478091459376954 kb_relative_information_score 0.21604186886408117 kb_relative_information_score 0.21604186886408108 kb_relative_information_score 0.2573028231343927 kb_relative_information_score 0.1335199603234579 kb_relative_information_score 0.25730282313439284 kb_relative_information_score 0.21604186886408117 kb_relative_information_score 0.2733765030674873 kb_relative_information_score 0.14514882713822 mean_absolute_error 0.21333333333333335 mean_absolute_error 0.26666666666666666 mean_absolute_error 0.25333333333333335 mean_absolute_error 0.25333333333333335 mean_absolute_error 0.24 mean_absolute_error 0.28 mean_absolute_error 0.24 mean_absolute_error 0.25333333333333335 mean_absolute_error 0.22972972972972974 mean_absolute_error 0.2702702702702703 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.35873873873873896 mean_prior_absolute_error 0.35873873873873896 number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 74 [57,17] number_of_instances 74 [57,17] precision 0.8334246575342465 [0.780822,1] precision 0.5726027397260274 [0.753425,0] precision 0.6822857142857144 [0.771429,0.4] precision 0.5751351351351351 [0.756757,0] precision 0.6234285714285714 [0.757143,0.2] precision 0.7147826086956521 [0.782609,0.5] precision 0.6605555555555556 [0.763889,0.333333] precision 0.713963963963964 [0.777778,0.5] precision 0.6376028202115158 [0.768116,0.2] predictive_accuracy 0.7866666666666667 predictive_accuracy 0.7333333333333333 predictive_accuracy 0.7466666666666667 predictive_accuracy 0.7466666666666667 predictive_accuracy 0.76 predictive_accuracy 0.72 predictive_accuracy 0.76 predictive_accuracy 0.7466666666666667 predictive_accuracy 0.7702702702702703 predictive_accuracy 0.7297297297297297 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7778597106646706 prior_entropy 0.7778597106646706 relative_absolute_error 0.5859088911674233 relative_absolute_error 0.732386113959279 relative_absolute_error 0.6957668082613151 relative_absolute_error 0.6957668082613151 relative_absolute_error 0.6591475025633511 relative_absolute_error 0.769005419657243 relative_absolute_error 0.6591475025633511 relative_absolute_error 0.6957668082613151 relative_absolute_error 0.6403817177297837 relative_absolute_error 0.7533902561526866 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4207539065176338 root_mean_prior_squared_error 0.4207539065176338 root_mean_squared_error 0.46188021535170065 root_mean_squared_error 0.5163977794943222 root_mean_squared_error 0.5033222956847166 root_mean_squared_error 0.5033222956847166 root_mean_squared_error 0.4898979485566356 root_mean_squared_error 0.5291502622129182 root_mean_squared_error 0.4898979485566356 root_mean_squared_error 0.5033222956847166 root_mean_squared_error 0.4793012932694108 root_mean_squared_error 0.5198752449100363 root_relative_squared_error 1.0814708705587128 root_relative_squared_error 1.2091211911275788 root_relative_squared_error 1.1785055587870965 root_relative_squared_error 1.1785055587870965 root_relative_squared_error 1.147073079341677 root_relative_squared_error 1.2389805315562727 root_relative_squared_error 1.147073079341677 root_relative_squared_error 1.1785055587870965 root_relative_squared_error 1.139148765691432 root_relative_squared_error 1.2355803163249974 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 unweighted_recall 0.5555555555555556 [1,0.111111] unweighted_recall 0.4824561403508772 [0.964912,0] unweighted_recall 0.5292397660818713 [0.947368,0.111111] unweighted_recall 0.49122807017543857 [0.982456,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.4926900584795322 [0.929825,0.055556] unweighted_recall 0.5570175438596491 [0.947368,0.166667] unweighted_recall 0.5102339181286549 [0.964912,0.055556] unweighted_recall 0.5206398348813209 [0.982456,0.058824] unweighted_recall 0.49432404540763675 [0.929825,0.058824] usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 31.25 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 31.25 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 31.25 wall_clock_time_millis 21.19612693786621 wall_clock_time_millis 21.149396896362305 wall_clock_time_millis 21.080732345581055 wall_clock_time_millis 21.00396156311035 wall_clock_time_millis 21.77262306213379 wall_clock_time_millis 23.93484115600586 wall_clock_time_millis 21.487712860107422 wall_clock_time_millis 20.80082893371582 wall_clock_time_millis 21.062850952148438 wall_clock_time_millis 21.748065948486328 wall_clock_time_millis_testing 4.485368728637695 wall_clock_time_millis_testing 3.670930862426758 wall_clock_time_millis_testing 4.02069091796875 wall_clock_time_millis_testing 3.9997100830078125 wall_clock_time_millis_testing 3.956317901611328 wall_clock_time_millis_testing 4.004001617431641 wall_clock_time_millis_testing 3.2875537872314453 wall_clock_time_millis_testing 2.995729446411133 wall_clock_time_millis_testing 4.060268402099609 wall_clock_time_millis_testing 4.007577896118164 wall_clock_time_millis_training 16.710758209228516 wall_clock_time_millis_training 17.478466033935547 wall_clock_time_millis_training 17.060041427612305 wall_clock_time_millis_training 17.00425148010254 wall_clock_time_millis_training 17.81630516052246 wall_clock_time_millis_training 19.93083953857422 wall_clock_time_millis_training 18.200159072875977 wall_clock_time_millis_training 17.805099487304688 wall_clock_time_millis_training 17.002582550048828 wall_clock_time_millis_training 17.740488052368164 weighted_recall 0.7866666666666666 [1,0.111111] weighted_recall 0.7333333333333333 [0.964912,0] weighted_recall 0.7466666666666667 [0.947368,0.111111] weighted_recall 0.7466666666666667 [0.982456,0] weighted_recall 0.76 [1,0] weighted_recall 0.72 [0.929825,0.055556] weighted_recall 0.76 [0.947368,0.166667] weighted_recall 0.7466666666666667 [0.964912,0.055556] weighted_recall 0.7702702702702703 [0.982456,0.058824] weighted_recall 0.7297297297297297 [0.929825,0.058824]