10559393 8323 Heinrich Peters 3549 Supervised Classification 17494 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(4) 8270240 copy true 17405 with_mean true 17405 with_std true 17405 add_indicator false 17407 copy true 17407 fill_value null 17407 missing_values NaN 17407 strategy "median" 17407 verbose 0 17407 memory null 17494 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"}}] 17494 verbose false 17494 C 19123.80231242732 17495 cache_size 200 17495 class_weight null 17495 coef0 -0.09813781928359377 17495 decision_function_shape "ovr" 17495 degree 3 17495 gamma 1.2226691292578007 17495 kernel "poly" 17495 max_iter -1 17495 probability true 17495 random_state 1 17495 shrinking true 17495 tol 0.001 17495 verbose false 17495 openml-python Sklearn_0.21.2. 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 22043751 description https://api.openml.org/data/download/22043751/description.xml -1 22043752 predictions https://api.openml.org/data/download/22043752/predictions.arff area_under_roc_curve 0.9998424717405527 [0.999819,0.999746,1,1] average_cost 0 f_measure 0.9952398072531335 [0.995276,0.994924,0.990826,0.997118] kappa 0.9930793712184953 kb_relative_information_score 0.9740339660850603 mean_absolute_error 0.013583700469708556 mean_prior_absolute_error 0.3438742269346884 weighted_recall 0.995243757431629 [0.996845,0.993243,0.981818,1] number_of_instances 841 [317,296,55,173] precision 0.9952540387682572 [0.993711,0.99661,1,0.994253] predictive_accuracy 0.9952437574316291 prior_entropy 1.7874257213274838 relative_absolute_error 0.039501944041559385 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.052932537123866884 root_relative_squared_error 0.12768237632166035 total_cost 0 unweighted_recall 0.9929767127322332 [0.996845,0.993243,0.981818,1] area_under_roc_curve 0.9991282413479973 [0.998821,0.998788,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] 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 0.9882260909578956 [0.984615,0.983051,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.9880983358735114 [0.984127,0.983607,1,1] f_measure 0.988085925374061 [0.984615,0.983051,1,1] f_measure 1 [1,1,1,1] f_measure 0.9877149877149878 [1,1,0.909091,0.972973] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] kappa 0.9829111379171693 kappa 1 kappa 1 kappa 1 kappa 0.9825726141078839 kappa 0.9825581395348838 kappa 1 kappa 0.9827939369111021 kappa 1 kappa 1 kb_relative_information_score 0.9632224382407238 kb_relative_information_score 0.981363145507837 kb_relative_information_score 0.9763936216941186 kb_relative_information_score 0.979195446417512 kb_relative_information_score 0.9775862080169598 kb_relative_information_score 0.9746894786241082 kb_relative_information_score 0.974136767024463 kb_relative_information_score 0.9637075217871504 kb_relative_information_score 0.964856065836301 kb_relative_information_score 0.9856458877465348 mean_absolute_error 0.018813877125744845 mean_absolute_error 0.01069968670947033 mean_absolute_error 0.012841646742511875 mean_absolute_error 0.011381686250393352 mean_absolute_error 0.011902871208581528 mean_absolute_error 0.012698867836458677 mean_absolute_error 0.013386620222133314 mean_absolute_error 0.016231815691231277 mean_absolute_error 0.019503816281343227 mean_absolute_error 0.008313852621407113 mean_prior_absolute_error 0.3442046641141667 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.34444209636517364 mean_prior_absolute_error 0.34545646661031304 mean_prior_absolute_error 0.34545646661031304 mean_prior_absolute_error 0.34545646661031304 number_of_instances 85 [32,30,6,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,29,6,17] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] precision 0.9885918003565063 [0.969697,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.988479262672811 [1,0.967742,1,1] precision 0.9884559884559885 [0.969697,1,1,1] precision 1 [1,1,1,1] precision 0.9887218045112782 [1,1,1,0.947368] precision 1 [1,1,1,1] precision 1 [1,1,1,1] predictive_accuracy 0.9882352941176471 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9880952380952381 predictive_accuracy 0.9880952380952381 predictive_accuracy 1 predictive_accuracy 0.9880952380952381 predictive_accuracy 1 predictive_accuracy 1 prior_entropy 1.7955605058178263 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7989780307636483 prior_entropy 1.8093344528997866 prior_entropy 1.8093344528997866 prior_entropy 1.8093344528997866 relative_absolute_error 0.05465898370134987 relative_absolute_error 0.03121768179209977 relative_absolute_error 0.037467119606358595 relative_absolute_error 0.033207501235322234 relative_absolute_error 0.03472812390599786 relative_absolute_error 0.0370505441890758 relative_absolute_error 0.038864646230526274 relative_absolute_error 0.046986573592039116 relative_absolute_error 0.05645810157418246 relative_absolute_error 0.024066281644643316 root_mean_prior_squared_error 0.4149625045447236 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.4152484947944263 root_mean_prior_squared_error 0.416468105230372 root_mean_prior_squared_error 0.416468105230372 root_mean_prior_squared_error 0.416468105230372 root_mean_squared_error 0.08316678294570783 root_mean_squared_error 0.032402983309113995 root_mean_squared_error 0.04540269407317383 root_mean_squared_error 0.03907391152349096 root_mean_squared_error 0.049430683752707566 root_mean_squared_error 0.05425166310654693 root_mean_squared_error 0.049752355293370173 root_mean_squared_error 0.06506713373659129 root_mean_squared_error 0.057553569249461714 root_mean_squared_error 0.03172741083784301 root_relative_squared_error 0.20041999466181729 root_relative_squared_error 0.07841974634621109 root_relative_squared_error 0.10988086247143361 root_relative_squared_error 0.09456432456219539 root_relative_squared_error 0.11962916021120827 root_relative_squared_error 0.13129660374447288 root_relative_squared_error 0.11981345126368409 root_relative_squared_error 0.15623557463205734 root_relative_squared_error 0.13819442239790627 root_relative_squared_error 0.07618209039151458 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 0.9916666666666667 [1,0.966667,1,1] unweighted_recall 1 [1,1,1,1] unweighted_recall 1 [1,1,1,1] unweighted_recall 1 [1,1,1,1] unweighted_recall 0.9921875 [0.96875,1,1,1] unweighted_recall 0.9916666666666667 [1,0.966667,1,1] unweighted_recall 1 [1,1,1,1] unweighted_recall 0.9583333333333334 [1,1,0.833333,1] unweighted_recall 1 [1,1,1,1] unweighted_recall 1 [1,1,1,1] usercpu_time_millis 303.5199999999989 usercpu_time_millis 291.83599999999643 usercpu_time_millis 306.0919999999996 usercpu_time_millis 284.00400000000303 usercpu_time_millis 290.89799999999855 usercpu_time_millis 300.75000000000074 usercpu_time_millis 279.8579999999973 usercpu_time_millis 281.9499999999948 usercpu_time_millis 285.420000000002 usercpu_time_millis 293.07000000000016 usercpu_time_millis_testing 4.410000000000025 usercpu_time_millis_testing 5.321999999999605 usercpu_time_millis_testing 4.781999999998732 usercpu_time_millis_testing 4.885999999999058 usercpu_time_millis_testing 4.511999999998295 usercpu_time_millis_testing 4.6520000000001005 usercpu_time_millis_testing 4.607999999997503 usercpu_time_millis_testing 4.494000000001108 usercpu_time_millis_testing 6.878000000000384 usercpu_time_millis_testing 4.742000000000246 usercpu_time_millis_training 299.1099999999989 usercpu_time_millis_training 286.5139999999968 usercpu_time_millis_training 301.31000000000085 usercpu_time_millis_training 279.118000000004 usercpu_time_millis_training 286.38600000000025 usercpu_time_millis_training 296.09800000000064 usercpu_time_millis_training 275.2499999999998 usercpu_time_millis_training 277.4559999999937 usercpu_time_millis_training 278.5420000000016 usercpu_time_millis_training 288.3279999999999 wall_clock_time_millis 153.69009971618652 wall_clock_time_millis 147.3217010498047 wall_clock_time_millis 154.29162979125977 wall_clock_time_millis 143.29099655151367 wall_clock_time_millis 147.0348834991455 wall_clock_time_millis 151.88336372375488 wall_clock_time_millis 140.40303230285645 wall_clock_time_millis 141.43896102905273 wall_clock_time_millis 143.3711051940918 wall_clock_time_millis 153.07164192199707 wall_clock_time_millis_testing 2.2079944610595703 wall_clock_time_millis_testing 2.6917457580566406 wall_clock_time_millis_testing 2.385854721069336 wall_clock_time_millis_testing 2.4518966674804688 wall_clock_time_millis_testing 2.2928714752197266 wall_clock_time_millis_testing 2.3300647735595703 wall_clock_time_millis_testing 2.3140907287597656 wall_clock_time_millis_testing 2.2542476654052734 wall_clock_time_millis_testing 3.4890174865722656 wall_clock_time_millis_testing 2.3763179779052734 wall_clock_time_millis_training 151.48210525512695 wall_clock_time_millis_training 144.62995529174805 wall_clock_time_millis_training 151.90577507019043 wall_clock_time_millis_training 140.8390998840332 wall_clock_time_millis_training 144.74201202392578 wall_clock_time_millis_training 149.5532989501953 wall_clock_time_millis_training 138.08894157409668 wall_clock_time_millis_training 139.18471336364746 wall_clock_time_millis_training 139.88208770751953 wall_clock_time_millis_training 150.6953239440918 weighted_recall 0.9882352941176471 [1,0.966667,1,1] weighted_recall 1 [1,1,1,1] weighted_recall 1 [1,1,1,1] weighted_recall 1 [1,1,1,1] weighted_recall 0.9880952380952381 [0.96875,1,1,1] weighted_recall 0.9880952380952381 [1,0.966667,1,1] weighted_recall 1 [1,1,1,1] weighted_recall 0.9880952380952381 [1,1,0.833333,1] weighted_recall 1 [1,1,1,1] weighted_recall 1 [1,1,1,1]