6041634 1 Jan van Rijn 3950 Supervised Classification predictive_accuracy 6952 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 4076314 axis 0 6947 categorical_features [0] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "mean" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [0] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse true 6948 threshold 0.0 6949 C 460.08114352265716 6953 cache_size 200 6953 class_weight null 6953 coef0 0.0 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.003176954170946772 6953 kernel "rbf" 6953 max_iter -1 6953 probability true 6953 random_state 18597 6953 shrinking true 6953 tol 4.901851749797835e-05 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13006295 description https://api.openml.org/data/download/13006295/description.xml -1 13006296 predictions https://api.openml.org/data/download/13006296/predictions.arff area_under_roc_curve 0.7576023934274828 [0.757602,0.757602] average_cost 0 f_measure 0.8899183140996365 [0.948102,0.570625] kappa 0.5292178695923813 kb_relative_information_score 2634.872103806094 mean_absolute_error 0.158172513625697 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9165339283378489 [0.901324,1] predictive_accuracy 0.9073961806608062 prior_entropy 0.6203559250859288 recall 0.9073961806608063 [1,0.399213] relative_absolute_error 0.6064177986696531 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.28543517623036446 root_relative_squared_error 0.7905025923914474 total_cost 0 area_under_roc_curve 0.7757664854141942 [0.775766,0.775766] area_under_roc_curve 0.7570366856419987 [0.757037,0.757037] area_under_roc_curve 0.7286791060510226 [0.728679,0.728679] area_under_roc_curve 0.7722960151802657 [0.772296,0.772296] area_under_roc_curve 0.7783575795909762 [0.778358,0.778358] area_under_roc_curve 0.7657952069716776 [0.765795,0.765795] area_under_roc_curve 0.7593910323986225 [0.759391,0.759391] area_under_roc_curve 0.7859564972942582 [0.785956,0.785956] area_under_roc_curve 0.7716384541679975 [0.771638,0.771638] area_under_roc_curve 0.7623584939139075 [0.762358,0.762358] 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 0.8921999352186588 [0.949066,0.577465] f_measure 0.8857708151844907 [0.946565,0.553191] f_measure 0.8669277160120951 [0.940185,0.466165] f_measure 0.8924706246134817 [0.94898,0.583333] f_measure 0.896836607186424 [0.950596,0.60274] f_measure 0.8880247995147922 [0.947368,0.56338] f_measure 0.8902579154065985 [0.948173,0.573427] f_measure 0.9032433702623238 [0.953032,0.630872] f_measure 0.8898113478267854 [0.948173,0.567376] f_measure 0.8920402972790134 [0.94898,0.577465] kappa 0.5365060043540343 kappa 0.5114213197969543 kappa 0.4247200942840308 kappa 0.5420482930890922 kappa 0.5619335347432023 kappa 0.5217391304347823 kappa 0.5319475446428572 kappa 0.5909951325040561 kappa 0.5261731043505934 kappa 0.5364378165447382 kb_relative_information_score 267.5251044571241 kb_relative_information_score 255.2800623013827 kb_relative_information_score 224.6702486998309 kb_relative_information_score 270.98344656697134 kb_relative_information_score 282.07232234116674 kb_relative_information_score 263.36112473508786 kb_relative_information_score 261.51595327632566 kb_relative_information_score 288.09023634180835 kb_relative_information_score 260.48297447609775 kb_relative_information_score 260.89063061044277 mean_absolute_error 0.1554377405075839 mean_absolute_error 0.16129054613695099 mean_absolute_error 0.16905065630975774 mean_absolute_error 0.155816886376682 mean_absolute_error 0.15188722437170585 mean_absolute_error 0.15778308383405004 mean_absolute_error 0.16024042232402458 mean_absolute_error 0.15221296502368337 mean_absolute_error 0.15844399895463793 mean_absolute_error 0.1595641322723533 mean_prior_absolute_error 0.2600651974288342 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.2602257782682673 mean_prior_absolute_error 0.2602257782682673 number_of_instances 660 [559,101] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 659 [558,101] number_of_instances 659 [558,101] precision 0.9179027757379938 [0.903069,1] precision 0.9142292490118575 [0.898551,1] precision 0.9045671339788985 [0.887122,1] precision 0.9179170344218888 [0.902913,1] precision 0.9203955135773317 [0.905844,1] precision 0.9154545454545455 [0.9,1] precision 0.9166838008518138 [0.901454,1] precision 0.9241435562805873 [0.910277,1] precision 0.9165573726285237 [0.901454,1] precision 0.9177924775697217 [0.902913,1] predictive_accuracy 0.9090909090909091 predictive_accuracy 0.9045454545454545 predictive_accuracy 0.8924242424242425 predictive_accuracy 0.9090909090909091 predictive_accuracy 0.9121212121212122 predictive_accuracy 0.9060606060606061 predictive_accuracy 0.9075757575757575 predictive_accuracy 0.9166666666666667 predictive_accuracy 0.9074355083459786 predictive_accuracy 0.9089529590288317 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 recall 0.9090909090909091 [1,0.405941] recall 0.9045454545454545 [1,0.382353] recall 0.8924242424242425 [1,0.303922] recall 0.9090909090909091 [1,0.411765] recall 0.9121212121212121 [1,0.431373] recall 0.906060606060606 [1,0.392157] recall 0.9075757575757576 [1,0.401961] recall 0.9166666666666666 [1,0.460784] recall 0.9074355083459787 [1,0.39604] recall 0.9089529590288316 [1,0.405941] relative_absolute_error 0.5976875877446801 relative_absolute_error 0.6177041298923143 relative_absolute_error 0.6474234917332246 relative_absolute_error 0.596741325062621 relative_absolute_error 0.5816916615349546 relative_absolute_error 0.6042713900211013 relative_absolute_error 0.613682407406533 relative_absolute_error 0.5829391701510483 relative_absolute_error 0.6088712655949776 relative_absolute_error 0.6131757327587212 root_mean_prior_squared_error 0.360018747598774 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.3602416958959955 root_mean_prior_squared_error 0.3602416958959955 root_mean_squared_error 0.28248976709402496 root_mean_squared_error 0.2894582677931991 root_mean_squared_error 0.3055654209418143 root_mean_squared_error 0.28286306820682217 root_mean_squared_error 0.27868036189918 root_mean_squared_error 0.28707500173897893 root_mean_squared_error 0.2855345587357378 root_mean_squared_error 0.27251635712472394 root_mean_squared_error 0.28526738914610217 root_mean_squared_error 0.28375177378281274 root_relative_squared_error 0.7846529353767102 root_relative_squared_error 0.8007787804531392 root_relative_squared_error 0.8453388013268048 root_relative_squared_error 0.7825333320785323 root_relative_squared_error 0.770961983705715 root_relative_squared_error 0.7941855368089215 root_relative_squared_error 0.7899239412466406 root_relative_squared_error 0.7539094245799112 root_relative_squared_error 0.7918777653891043 root_relative_squared_error 0.7876705473447863 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 66597.71833600008 usercpu_time_millis 63017.09856599973 usercpu_time_millis 61750.32864200057 usercpu_time_millis 63295.35523700088 usercpu_time_millis 63323.09443499889 usercpu_time_millis 63378.74944899886 usercpu_time_millis 64864.6394540001 usercpu_time_millis 64480.49082800026 usercpu_time_millis 64040.44236399932 usercpu_time_millis 65316.37126899932 usercpu_time_millis_testing 2213.0455120004626 usercpu_time_millis_testing 2168.66469300021 usercpu_time_millis_testing 2172.1073220005565 usercpu_time_millis_testing 2200.3363330004504 usercpu_time_millis_testing 2203.0433229992923 usercpu_time_millis_testing 2204.977568999311 usercpu_time_millis_testing 2211.8181300002107 usercpu_time_millis_testing 2215.0455549999606 usercpu_time_millis_testing 2258.015945999432 usercpu_time_millis_testing 2191.967994999686 usercpu_time_millis_training 64384.67282399961 usercpu_time_millis_training 60848.43387299952 usercpu_time_millis_training 59578.22132000001 usercpu_time_millis_training 61095.018904000426 usercpu_time_millis_training 61120.0511119996 usercpu_time_millis_training 61173.77187999955 usercpu_time_millis_training 62652.82132399989 usercpu_time_millis_training 62265.445273000296 usercpu_time_millis_training 61782.426417999886 usercpu_time_millis_training 63124.40327399963