10591545 32117 VAIBHAV JAISWAL 34539 Supervised Classification 19168 sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.ensemble._weight_boosting.AdaBoostClassifier)(1) 8304106 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 19168 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"}}] 19168 verbose false 19168 algorithm "SAMME.R" 19169 base_estimator null 19169 learning_rate 1.0 19169 n_estimators 50 19169 random_state 0 19169 openml-python Sklearn_1.0.2. 4135 Amazon_employee_access https://www.openml.org/data/download/1681098/phpmPOD5A -1 22110696 description https://api.openml.org/data/download/22110696/description.xml -1 22110697 predictions https://api.openml.org/data/download/22110697/predictions.arff area_under_roc_curve 0.6997828314315794 [0.699783,0.699783] average_cost 0 kappa 0 kb_relative_information_score -8.483513832609423 mean_absolute_error 0.48541015332588083 mean_prior_absolute_error 0.10910149339756714 weighted_recall 0.9421099209618847 [0,1] number_of_instances 32769 [1897,30872] predictive_accuracy 0.9421099209618847 prior_entropy 0.3190117574285477 relative_absolute_error 4.449161402007949 root_mean_prior_squared_error 0.23353547592409915 root_mean_squared_error 0.48563158190584693 root_relative_squared_error 2.0794767047028047 total_cost 0 unweighted_recall 0.5 [0,1] area_under_roc_curve 0.6951023932889218 [0.695102,0.695102] area_under_roc_curve 0.7027570455355431 [0.702757,0.702757] area_under_roc_curve 0.7230414471553033 [0.723041,0.723041] area_under_roc_curve 0.6927991748077678 [0.692799,0.692799] area_under_roc_curve 0.6824834194329362 [0.682483,0.682483] area_under_roc_curve 0.6844577429969482 [0.684458,0.684458] area_under_roc_curve 0.7034286396262766 [0.703429,0.703429] area_under_roc_curve 0.7053552247966857 [0.705355,0.705355] area_under_roc_curve 0.7017134673418239 [0.701713,0.701713] area_under_roc_curve 0.7085867856842913 [0.708587,0.708587] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -8.513052980275873 kb_relative_information_score -8.503900575491866 kb_relative_information_score -8.474184784300508 kb_relative_information_score -8.481903497828874 kb_relative_information_score -8.472129309345554 kb_relative_information_score -8.469739338220476 kb_relative_information_score -8.469008947813354 kb_relative_information_score -8.470884281379798 kb_relative_information_score -8.475266677417814 kb_relative_information_score -8.505345615350995 mean_absolute_error 0.4855905597701347 mean_absolute_error 0.4848021517710786 mean_absolute_error 0.4856127636071277 mean_absolute_error 0.4862416207549038 mean_absolute_error 0.4854101266361233 mean_absolute_error 0.48519532787775127 mean_absolute_error 0.48512907751870654 mean_absolute_error 0.485311844915504 mean_absolute_error 0.48568297307610714 mean_absolute_error 0.4851250003149291 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] predictive_accuracy 0.942325297528227 predictive_accuracy 0.942325297528227 predictive_accuracy 0.9420201403722918 predictive_accuracy 0.9420201403722918 predictive_accuracy 0.9420201403722918 predictive_accuracy 0.9420201403722918 predictive_accuracy 0.9420201403722918 predictive_accuracy 0.9420201403722918 predictive_accuracy 0.9420201403722918 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 4.458597119786553 relative_absolute_error 4.451358112431319 relative_absolute_error 4.44778232983681 relative_absolute_error 4.453542103713209 relative_absolute_error 4.445926354857261 relative_absolute_error 4.4439589886890785 relative_absolute_error 4.443352194143327 relative_absolute_error 4.445026181441164 relative_absolute_error 4.448425386319088 relative_absolute_error 4.453685908580829 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 0.4857666128256197 root_mean_squared_error 0.48512273615147633 root_mean_squared_error 0.48581996819577716 root_mean_squared_error 0.4862984600932835 root_mean_squared_error 0.48565571603714625 root_mean_squared_error 0.4854497259048777 root_mean_squared_error 0.4853925601846336 root_mean_squared_error 0.48556042645744485 root_mean_squared_error 0.48585698791672777 root_mean_squared_error 0.48539156197447275 root_relative_squared_error 2.083695821507396 root_relative_squared_error 2.080933912598765 root_relative_squared_error 2.078771106111235 root_relative_squared_error 2.080818521195342 root_relative_squared_error 2.0780682888870965 root_relative_squared_error 2.077186879387413 root_relative_squared_error 2.0769422734525333 root_relative_squared_error 2.07766055508041 root_relative_squared_error 2.0789295094937765 root_relative_squared_error 2.081788939441651 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 0.5 [0,1] 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 0.5 [0,1] usercpu_time_millis 3343.75 usercpu_time_millis 3328.125 usercpu_time_millis 3375 usercpu_time_millis 3312.5 usercpu_time_millis 3312.5 usercpu_time_millis 3343.75 usercpu_time_millis 4046.875 usercpu_time_millis 3359.375 usercpu_time_millis 3359.375 usercpu_time_millis 3312.5 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 62.5 usercpu_time_millis_training 3296.875 usercpu_time_millis_training 3281.25 usercpu_time_millis_training 3328.125 usercpu_time_millis_training 3265.625 usercpu_time_millis_training 3265.625 usercpu_time_millis_training 3296.875 usercpu_time_millis_training 4000 usercpu_time_millis_training 3312.5 usercpu_time_millis_training 3312.5 usercpu_time_millis_training 3250 wall_clock_time_millis 3377.082347869873 wall_clock_time_millis 3426.034450531006 wall_clock_time_millis 3422.01828956604 wall_clock_time_millis 3330.0838470458984 wall_clock_time_millis 3343.0848121643066 wall_clock_time_millis 3371.0639476776123 wall_clock_time_millis 4197.593927383423 wall_clock_time_millis 3385.056734085083 wall_clock_time_millis 3397.0320224761963 wall_clock_time_millis 3299.110174179077 wall_clock_time_millis_testing 46.99230194091797 wall_clock_time_millis_testing 47.953128814697266 wall_clock_time_millis_testing 49.97086524963379 wall_clock_time_millis_testing 48.97165298461914 wall_clock_time_millis_testing 44.976234436035156 wall_clock_time_millis_testing 44.974327087402344 wall_clock_time_millis_testing 44.97075080871582 wall_clock_time_millis_testing 46.97608947753906 wall_clock_time_millis_testing 47.97196388244629 wall_clock_time_millis_testing 48.97499084472656 wall_clock_time_millis_training 3330.090045928955 wall_clock_time_millis_training 3378.0813217163086 wall_clock_time_millis_training 3372.0474243164062 wall_clock_time_millis_training 3281.1121940612793 wall_clock_time_millis_training 3298.1085777282715 wall_clock_time_millis_training 3326.08962059021 wall_clock_time_millis_training 4152.623176574707 wall_clock_time_millis_training 3338.080644607544 wall_clock_time_millis_training 3349.06005859375 wall_clock_time_millis_training 3250.1351833343506 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 0.9420201403722918 [0,1] weighted_recall 0.9420201403722918 [0,1] weighted_recall 0.9420201403722918 [0,1] weighted_recall 0.9420201403722918 [0,1] weighted_recall 0.9420201403722918 [0,1] weighted_recall 0.9423076923076923 [0,1]