10591069 32117 VAIBHAV JAISWAL 34539 Supervised Classification 19159 sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.linear_model._stochastic_gradient.SGDClassifier)(1) 8304405 Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3. copy true 19075 with_mean true 19075 with_std true 19075 add_indicator false 19084 copy true 19084 fill_value null 19084 missing_values NaN 19084 strategy "mean" 19084 verbose 0 19084 memory null 19156 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "Imputer", "step_name": "Imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "scaler", "step_name": "scaler"}}] 19156 verbose false 19156 memory null 19159 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "numerical", "step_name": "numerical"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "model", "step_name": "model"}}] 19159 verbose false 19159 alpha 0.0001 19160 average false 19160 class_weight null 19160 early_stopping false 19160 epsilon 0.1 19160 eta0 0.0 19160 fit_intercept true 19160 l1_ratio 0.15 19160 learning_rate "optimal" 19160 loss "hinge" 19160 max_iter 1000 19160 n_iter_no_change 5 19160 n_jobs null 19160 penalty "l2" 19160 power_t 0.5 19160 random_state 29740 19160 shuffle true 19160 tol 0.001 19160 validation_fraction 0.1 19160 verbose 0 19160 warm_start false 19160 openml-python Sklearn_1.0.2. 4135 Amazon_employee_access https://www.openml.org/data/download/1681098/phpmPOD5A -1 22109734 description https://api.openml.org/data/download/22109734/description.xml -1 22109735 predictions https://api.openml.org/data/download/22109735/predictions.arff area_under_roc_curve 0.5001016150075617 [0.500102,0.500102] average_cost 0 f_measure 0.9139502423463249 [0.001048,0.970046] kappa 0.0003809766593701178 kb_relative_information_score 0.23496293659931727 mean_absolute_error 0.05816472885959291 mean_prior_absolute_error 0.10910149339756714 weighted_recall 0.9418352711404071 [0.000527,0.999676] number_of_instances 32769 [1897,30872] precision 0.8928442834147747 [0.090909,0.942121] predictive_accuracy 0.9418352711404071 prior_entropy 0.3190117574285477 relative_absolute_error 0.5331249559310792 root_mean_prior_squared_error 0.23353547592409915 root_mean_squared_error 0.24117364876700959 root_relative_squared_error 1.032706691832092 total_cost 0 unweighted_recall 0.5001016150075617 [0.000527,0.999676] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.4996760609005507 [0.499676,0.499676] area_under_roc_curve 0.49919015225137675 [0.49919,0.49919] area_under_roc_curve 0.49951409135082603 [0.499514,0.499514] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5026315789473684 [0.502632,0.502632] area_under_roc_curve 0.5 [0.5,0.5] 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 0.9135907365760829 [0,0.969821] f_measure 0.913132905371097 [0,0.969335] f_measure 0.9134381741575688 [0,0.969659] f_measure 0.914646463072591 [0.010471,0.970297] kappa 0 kappa 0 kappa 0 kappa 0 kappa -0.001209374562396564 kappa -0.002982193167638401 kappa -0.0018057374932866925 kappa 0 kappa 0.009870077550608305 kappa 0 kb_relative_information_score 0.23934181072266164 kb_relative_information_score 0.23934181072266164 kb_relative_information_score 0.23825713081665822 kb_relative_information_score 0.23825713081665822 kb_relative_information_score 0.2302387848252534 kb_relative_information_score 0.21821126583814807 kb_relative_information_score 0.22622961182955095 kb_relative_information_score 0.23825713081665822 kb_relative_information_score 0.24226630381236003 kb_relative_information_score 0.23927900550007503 mean_absolute_error 0.05767470247177296 mean_absolute_error 0.05767470247177296 mean_absolute_error 0.05797985962770827 mean_absolute_error 0.05797985962770827 mean_absolute_error 0.05859017393957888 mean_absolute_error 0.0595056454073848 mean_absolute_error 0.05889533109551419 mean_absolute_error 0.05797985962770827 mean_absolute_error 0.05767470247177296 mean_absolute_error 0.057692307692307696 mean_prior_absolute_error 0.10891106478653569 mean_prior_absolute_error 0.10891106478653569 mean_prior_absolute_error 0.10918087433135354 mean_prior_absolute_error 0.10918087433135354 mean_prior_absolute_error 0.10918087433135354 mean_prior_absolute_error 0.10918087433135354 mean_prior_absolute_error 0.10918087433135354 mean_prior_absolute_error 0.10918087433135354 mean_prior_absolute_error 0.10918087433135354 mean_prior_absolute_error 0.10892663072181365 number_of_instances 3277 [189,3088] number_of_instances 3277 [189,3088] number_of_instances 3277 [190,3087] number_of_instances 3277 [190,3087] number_of_instances 3277 [190,3087] number_of_instances 3277 [190,3087] number_of_instances 3277 [190,3087] number_of_instances 3277 [190,3087] number_of_instances 3277 [190,3087] number_of_instances 3276 [189,3087] precision 0.887368590243823 [0,0.941985] precision 0.8873184818543408 [0,0.941932] precision 0.8873518976506254 [0,0.941967] precision 0.9456526842092908 [1,0.942308] predictive_accuracy 0.942325297528227 predictive_accuracy 0.942325297528227 predictive_accuracy 0.9420201403722918 predictive_accuracy 0.9420201403722918 predictive_accuracy 0.9414098260604211 predictive_accuracy 0.9404943545926152 predictive_accuracy 0.9411046689044857 predictive_accuracy 0.9420201403722918 predictive_accuracy 0.942325297528227 predictive_accuracy 0.9423076923076923 prior_entropy 0.31814512654009053 prior_entropy 0.31814512654009053 prior_entropy 0.3193730160067579 prior_entropy 0.3193730160067579 prior_entropy 0.3193730160067579 prior_entropy 0.3193730160067579 prior_entropy 0.3193730160067579 prior_entropy 0.3193730160067579 prior_entropy 0.3193730160067579 prior_entropy 0.3182159663170137 relative_absolute_error 0.5295577872167043 relative_absolute_error 0.5295577872167043 relative_absolute_error 0.5310441044073794 relative_absolute_error 0.5310441044073794 relative_absolute_error 0.5366340423485096 relative_absolute_error 0.5450189492602051 relative_absolute_error 0.5394290113190747 relative_absolute_error 0.5310441044073794 relative_absolute_error 0.5282491354368141 relative_absolute_error 0.529643736430693 root_mean_prior_squared_error 0.2331274113100656 root_mean_prior_squared_error 0.2331274113100656 root_mean_prior_squared_error 0.23370536889200969 root_mean_prior_squared_error 0.23370536889200969 root_mean_prior_squared_error 0.23370536889200969 root_mean_prior_squared_error 0.23370536889200969 root_mean_prior_squared_error 0.23370536889200969 root_mean_prior_squared_error 0.23370536889200969 root_mean_prior_squared_error 0.23370536889200969 root_mean_prior_squared_error 0.23316079395861228 root_mean_squared_error 0.2401555797223395 root_mean_squared_error 0.2401555797223395 root_mean_squared_error 0.24079007377321074 root_mean_squared_error 0.24079007377321074 root_mean_squared_error 0.24205407234661203 root_mean_squared_error 0.2439377900354613 root_mean_squared_error 0.24268360285671176 root_mean_squared_error 0.24079007377321074 root_mean_squared_error 0.2401555797223395 root_mean_squared_error 0.2401922307076307 root_relative_squared_error 1.0301473274754733 root_relative_squared_error 1.0301473274754733 root_relative_squared_error 1.0303146860287782 root_relative_squared_error 1.0303146860287782 root_relative_squared_error 1.035723199232364 root_relative_squared_error 1.0437834235129608 root_relative_squared_error 1.038416892206061 root_relative_squared_error 1.0303146860287782 root_relative_squared_error 1.0275997546008895 root_relative_squared_error 1.030157028673811 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 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.4996760609005507 [0,0.999352] unweighted_recall 0.49919015225137675 [0,0.99838] unweighted_recall 0.49951409135082603 [0,0.999028] unweighted_recall 0.5 [0,1] unweighted_recall 0.5026315789473684 [0.005263,1] unweighted_recall 0.5 [0,1] usercpu_time_millis 328.125 usercpu_time_millis 312.5 usercpu_time_millis 296.875 usercpu_time_millis 312.5 usercpu_time_millis 296.875 usercpu_time_millis 296.875 usercpu_time_millis 312.5 usercpu_time_millis 296.875 usercpu_time_millis 281.25 usercpu_time_millis 312.5 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 312.5 usercpu_time_millis_training 296.875 usercpu_time_millis_training 281.25 usercpu_time_millis_training 296.875 usercpu_time_millis_training 281.25 usercpu_time_millis_training 296.875 usercpu_time_millis_training 296.875 usercpu_time_millis_training 281.25 usercpu_time_millis_training 281.25 usercpu_time_millis_training 296.875 wall_clock_time_millis 341.80450439453125 wall_clock_time_millis 326.8117904663086 wall_clock_time_millis 299.8511791229248 wall_clock_time_millis 317.82031059265137 wall_clock_time_millis 301.8057346343994 wall_clock_time_millis 321.8364715576172 wall_clock_time_millis 314.8162364959717 wall_clock_time_millis 288.8355255126953 wall_clock_time_millis 286.83948516845703 wall_clock_time_millis 304.80194091796875 wall_clock_time_millis_testing 13.992071151733398 wall_clock_time_millis_testing 12.96854019165039 wall_clock_time_millis_testing 13.01431655883789 wall_clock_time_millis_testing 13.993501663208008 wall_clock_time_millis_testing 15.971660614013672 wall_clock_time_millis_testing 13.011693954467773 wall_clock_time_millis_testing 12.993097305297852 wall_clock_time_millis_testing 13.991832733154297 wall_clock_time_millis_testing 11.99650764465332 wall_clock_time_millis_testing 12.993097305297852 wall_clock_time_millis_training 327.81243324279785 wall_clock_time_millis_training 313.8432502746582 wall_clock_time_millis_training 286.8368625640869 wall_clock_time_millis_training 303.82680892944336 wall_clock_time_millis_training 285.83407402038574 wall_clock_time_millis_training 308.8247776031494 wall_clock_time_millis_training 301.8231391906738 wall_clock_time_millis_training 274.843692779541 wall_clock_time_millis_training 274.8429775238037 wall_clock_time_millis_training 291.8088436126709 weighted_recall 0.942325297528227 [0,1] weighted_recall 0.942325297528227 [0,1] weighted_recall 0.9420201403722918 [0,1] weighted_recall 0.9420201403722918 [0,1] weighted_recall 0.9414098260604211 [0,0.999352] weighted_recall 0.9404943545926152 [0,0.99838] weighted_recall 0.9411046689044859 [0,0.999028] weighted_recall 0.9420201403722918 [0,1] weighted_recall 0.942325297528227 [0.005263,1] weighted_recall 0.9423076923076923 [0,1]