10330540 8323 Heinrich Peters 9910 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8186127 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 0.12516163437864822 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.9770303548419323 13389 decision_function_shape "ovr" 13389 degree 1 13389 gamma 0.007398869211490563 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 37879 13389 shrinking true 13389 tol 0.001 13389 verbose false 13389 memory null 16345 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}] 16345 verbose false 16345 openml-python Sklearn_0.21.2. 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 21582779 description https://api.openml.org/data/download/21582779/description.xml -1 21582780 predictions https://api.openml.org/data/download/21582780/predictions.arff area_under_roc_curve 0.5638610711669814 [0.563861,0.563861] average_cost 0 f_measure 0.507730020160275 [0.248124,0.726876] kappa 0.13661975346795274 kb_relative_information_score 0.19029814704794046 mean_absolute_error 0.400693148493735 mean_prior_absolute_error 0.4964308656158626 number_of_instances 3751 [1717,2034] precision 0.7151847655135717 [0.879433,0.576535] predictive_accuracy 0.5993068515062651 prior_entropy 0.9948419333531207 recall 0.599306851506265 [0.144438,0.983284] relative_absolute_error 0.8071479358896083 root_mean_prior_squared_error 0.4982112822885347 root_mean_squared_error 0.6330032768428099 root_relative_squared_error 1.2705518709554466 total_cost 0 area_under_roc_curve 0.5566005471956225 [0.556601,0.556601] area_under_roc_curve 0.5478433955779586 [0.547843,0.547843] area_under_roc_curve 0.5657291786000688 [0.565729,0.565729] area_under_roc_curve 0.5710992095314469 [0.571099,0.571099] area_under_roc_curve 0.5623782792988887 [0.562378,0.562378] area_under_roc_curve 0.5719870546454348 [0.571987,0.571987] area_under_roc_curve 0.5536573490663306 [0.553657,0.553657] area_under_roc_curve 0.5526315789473685 [0.552632,0.552632] area_under_roc_curve 0.5730134158926729 [0.573013,0.573013] area_under_roc_curve 0.5837633298933609 [0.583763,0.583763] 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 0.49515533461963956 [0.22335,0.724324] f_measure 0.47929036564562794 [0.195876,0.719424] f_measure 0.5112307581123076 [0.257426,0.726277] f_measure 0.5177476813374767 [0.267327,0.729927] f_measure 0.5036156219694966 [0.241206,0.725953] f_measure 0.5231979821054635 [0.281553,0.727941] f_measure 0.4891401065841499 [0.214286,0.722022] f_measure 0.48249350649350653 [0.190476,0.727273] f_measure 0.528903194811434 [0.289855,0.729282] f_measure 0.5417221554968372 [0.309179,0.736648] kappa 0.12133431085043987 kappa 0.10251296370163525 kappa 0.14030261348005502 kappa 0.15176524530032087 kappa 0.1333394554387254 kappa 0.15336974097690442 kappa 0.11486113665624434 kappa 0.11347517730496441 kappa 0.15598732258509018 kappa 0.1789536539433191 kb_relative_information_score 0.177665401985874 kb_relative_information_score 0.15955708128699891 kb_relative_information_score 0.19188180892980622 kb_relative_information_score 0.20265671814407532 kb_relative_information_score 0.18649435432267178 kb_relative_information_score 0.20265671814407538 kb_relative_information_score 0.17033199050126804 kb_relative_information_score 0.1751794410038419 kb_relative_information_score 0.20752534527820046 kb_relative_information_score 0.22908928146110635 mean_absolute_error 0.40691489361702127 mean_absolute_error 0.416 mean_absolute_error 0.4 mean_absolute_error 0.39466666666666667 mean_absolute_error 0.4026666666666667 mean_absolute_error 0.39466666666666667 mean_absolute_error 0.4106666666666667 mean_absolute_error 0.408 mean_absolute_error 0.392 mean_absolute_error 0.38133333333333336 mean_prior_absolute_error 0.4964057123095849 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4962835065281108 mean_prior_absolute_error 0.4962835065281108 mean_prior_absolute_error 0.4962835065281108 number_of_instances 376 [172,204] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [171,204] number_of_instances 375 [171,204] number_of_instances 375 [171,204] precision 0.7132460447354064 [0.88,0.57265] precision 0.7028256502704096 [0.863636,0.566572] precision 0.7097584541062801 [0.866667,0.576812] precision 0.7266164251207731 [0.9,0.57971] precision 0.7188148148148148 [0.888889,0.574713] precision 0.705538266919671 [0.852941,0.580645] precision 0.7097853751187085 [0.875,0.569801] precision 0.7668571428571428 [1,0.571429] precision 0.6977345132743363 [0.833333,0.584071] precision 0.7262772861356931 [0.888889,0.589971] predictive_accuracy 0.5930851063829787 predictive_accuracy 0.584 predictive_accuracy 0.6 predictive_accuracy 0.6053333333333333 predictive_accuracy 0.5973333333333334 predictive_accuracy 0.6053333333333333 predictive_accuracy 0.5893333333333333 predictive_accuracy 0.5920000000000001 predictive_accuracy 0.608 predictive_accuracy 0.6186666666666667 prior_entropy 0.9947691829105159 prior_entropy 0.9950671927429882 prior_entropy 0.9950671927429882 prior_entropy 0.9950671927429882 prior_entropy 0.9950671927429882 prior_entropy 0.9950671927429882 prior_entropy 0.9950671927429882 prior_entropy 0.994415729388281 prior_entropy 0.994415729388281 prior_entropy 0.994415729388281 recall 0.5930851063829787 [0.127907,0.985294] recall 0.584 [0.110465,0.985222] recall 0.6 [0.151163,0.980296] recall 0.6053333333333333 [0.156977,0.985222] recall 0.5973333333333334 [0.139535,0.985222] recall 0.6053333333333333 [0.168605,0.975369] recall 0.5893333333333334 [0.122093,0.985222] recall 0.592 [0.105263,1] recall 0.608 [0.175439,0.970588] recall 0.6186666666666667 [0.187135,0.980392] relative_absolute_error 0.8197224236679362 relative_absolute_error 0.8378502920829911 relative_absolute_error 0.80562528084903 relative_absolute_error 0.7948836104377095 relative_absolute_error 0.8109961160546901 relative_absolute_error 0.7948836104377095 relative_absolute_error 0.8271086216716708 relative_absolute_error 0.8221107383847539 relative_absolute_error 0.7898711015853519 relative_absolute_error 0.7683780103857504 root_mean_prior_squared_error 0.4981860380352768 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4980633721845164 root_mean_prior_squared_error 0.4980633721845164 root_mean_prior_squared_error 0.4980633721845164 root_mean_squared_error 0.6378988114246814 root_mean_squared_error 0.644980619863884 root_mean_squared_error 0.6324555320336759 root_mean_squared_error 0.6282250127674531 root_mean_squared_error 0.6345602151621756 root_mean_squared_error 0.6282250127674531 root_mean_squared_error 0.6408327915038888 root_mean_squared_error 0.6387487769068525 root_mean_squared_error 0.6260990336999411 root_mean_squared_error 0.6175219294351686 root_relative_squared_error 1.2804429725497675 root_relative_squared_error 1.2943895048629337 root_relative_squared_error 1.2692533352857314 root_relative_squared_error 1.26076325113487 root_relative_squared_error 1.2734771517364754 root_relative_squared_error 1.26076325113487 root_relative_squared_error 1.286065370258264 root_relative_squared_error 1.282464868085535 root_relative_squared_error 1.2570670092720484 root_relative_squared_error 1.2398460997577567 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 usercpu_time_millis 43358.51346499112 usercpu_time_millis 42949.80276399292 usercpu_time_millis 43443.93940801092 usercpu_time_millis 43984.7041949979 usercpu_time_millis 44463.36783999868 usercpu_time_millis 43131.38786100899 usercpu_time_millis 43029.977885002154 usercpu_time_millis 42493.00048701116 usercpu_time_millis 42967.191933013964 usercpu_time_millis 42794.13972799375 usercpu_time_millis_testing 4190.932044992223 usercpu_time_millis_testing 4164.322095995885 usercpu_time_millis_testing 4312.492822005879 usercpu_time_millis_testing 4245.906803000253 usercpu_time_millis_testing 4161.134656998911 usercpu_time_millis_testing 4299.008966001566 usercpu_time_millis_testing 4173.41867799405 usercpu_time_millis_testing 4178.253209000104 usercpu_time_millis_testing 4187.999899004353 usercpu_time_millis_testing 4171.988029003842 usercpu_time_millis_training 39167.581419998896 usercpu_time_millis_training 38785.480667997035 usercpu_time_millis_training 39131.44658600504 usercpu_time_millis_training 39738.79739199765 usercpu_time_millis_training 40302.23318299977 usercpu_time_millis_training 38832.37889500742 usercpu_time_millis_training 38856.559207008104 usercpu_time_millis_training 38314.747278011055 usercpu_time_millis_training 38779.19203400961 usercpu_time_millis_training 38622.15169898991 wall_clock_time_millis 48890.83981513977 wall_clock_time_millis 46869.2090511322 wall_clock_time_millis 47537.18566894531 wall_clock_time_millis 46771.7342376709 wall_clock_time_millis 48744.73452568054 wall_clock_time_millis 48217.13161468506 wall_clock_time_millis 47034.7261428833 wall_clock_time_millis 43227.83541679382 wall_clock_time_millis 43652.050495147705 wall_clock_time_millis 43835.331201553345 wall_clock_time_millis_testing 4527.298212051392 wall_clock_time_millis_testing 4796.733140945435 wall_clock_time_millis_testing 4871.546268463135 wall_clock_time_millis_testing 4390.2952671051025 wall_clock_time_millis_testing 4661.5869998931885 wall_clock_time_millis_testing 4846.418619155884 wall_clock_time_millis_testing 4573.852777481079 wall_clock_time_millis_testing 4178.913116455078 wall_clock_time_millis_testing 4188.3978843688965 wall_clock_time_millis_testing 4464.393615722656 wall_clock_time_millis_training 44363.54160308838 wall_clock_time_millis_training 42072.47591018677 wall_clock_time_millis_training 42665.63940048218 wall_clock_time_millis_training 42381.438970565796 wall_clock_time_millis_training 44083.14752578735 wall_clock_time_millis_training 43370.712995529175 wall_clock_time_millis_training 42460.87336540222 wall_clock_time_millis_training 39048.922300338745 wall_clock_time_millis_training 39463.65261077881 wall_clock_time_millis_training 39370.93758583069