10591574 32117 VAIBHAV JAISWAL 34539 Supervised Classification 19157 sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.linear_model._logistic.LogisticRegression)(1) 8304113 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 19157 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"}}] 19157 verbose false 19157 C 1.0 19158 class_weight null 19158 dual false 19158 fit_intercept true 19158 intercept_scaling 1 19158 l1_ratio null 19158 max_iter 5000 19158 multi_class "auto" 19158 n_jobs null 19158 penalty "l2" 19158 random_state 0 19158 solver "lbfgs" 19158 tol 0.0001 19158 verbose 0 19158 warm_start false 19158 openml-python Sklearn_1.0.2. 4135 Amazon_employee_access https://www.openml.org/data/download/1681098/phpmPOD5A -1 22110754 description https://api.openml.org/data/download/22110754/description.xml -1 22110755 predictions https://api.openml.org/data/download/22110755/predictions.arff area_under_roc_curve 0.5247165571366964 [0.524717,0.524717] average_cost 0 kappa 0 kb_relative_information_score -0.10060096736457172 mean_absolute_error 0.10902238175255557 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 0.9992748802738816 root_mean_prior_squared_error 0.23353547592409915 root_mean_squared_error 0.23351420374007906 root_relative_squared_error 0.9999089124085497 total_cost 0 unweighted_recall 0.5 [0,1] area_under_roc_curve 0.49950139814129446 [0.499501,0.499501] area_under_roc_curve 0.5395060586122762 [0.539506,0.539506] area_under_roc_curve 0.5171483129592689 [0.517148,0.517148] area_under_roc_curve 0.5286038224813735 [0.528604,0.528604] area_under_roc_curve 0.5246500605254634 [0.52465,0.52465] area_under_roc_curve 0.5481970231701703 [0.548197,0.548197] area_under_roc_curve 0.5132985525037083 [0.513299,0.513299] area_under_roc_curve 0.4906262254275144 [0.490626,0.490626] area_under_roc_curve 0.5462482737455885 [0.546248,0.546248] area_under_roc_curve 0.5526006825002614 [0.552601,0.552601] 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 -0.09488235031227185 kb_relative_information_score -0.10488793183938606 kb_relative_information_score -0.11064338832594123 kb_relative_information_score -0.09584482963972 kb_relative_information_score -0.10458584972565811 kb_relative_information_score -0.10130168939681904 kb_relative_information_score -0.1050866501971759 kb_relative_information_score -0.10245583630979754 kb_relative_information_score -0.09212002032595629 kb_relative_information_score -0.09417037081163349 mean_absolute_error 0.1086726555971648 mean_absolute_error 0.10886549298654306 mean_absolute_error 0.10922981555268094 mean_absolute_error 0.10902566126178968 mean_absolute_error 0.10935114894845493 mean_absolute_error 0.1089841287200511 mean_absolute_error 0.10909588751442792 mean_absolute_error 0.1091265360336848 mean_absolute_error 0.10897927326689913 mean_absolute_error 0.10889317821648152 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 0.9978109736615083 relative_absolute_error 0.9995815686855883 relative_absolute_error 1.0004482581919876 relative_absolute_error 0.9985783859076562 relative_absolute_error 1.0015595645129625 relative_absolute_error 0.9981979846515486 relative_absolute_error 0.9992215961133659 relative_absolute_error 0.9995023093742239 relative_absolute_error 0.9981535130059267 relative_absolute_error 0.9996928895614374 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 0.23305941078665335 root_mean_squared_error 0.23301106430882487 root_mean_squared_error 0.23368522795373792 root_mean_squared_error 0.23372733263119852 root_mean_squared_error 0.2337451477359662 root_mean_squared_error 0.23358407148498922 root_mean_squared_error 0.2337351289926737 root_mean_squared_error 0.23384581657899117 root_mean_squared_error 0.23361811198497906 root_mean_squared_error 0.2331286565545812 root_relative_squared_error 0.9997083117638114 root_relative_squared_error 0.9995009295535566 root_relative_squared_error 0.999913819103227 root_relative_squared_error 1.0000939804647748 root_relative_squared_error 1.0001702093715052 root_relative_squared_error 0.9994809815127675 root_relative_squared_error 1.000127340252409 root_relative_squared_error 1.0006009604642263 root_relative_squared_error 0.9996266371309983 root_relative_squared_error 0.9998621663467283 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 421.875 usercpu_time_millis 390.625 usercpu_time_millis 390.625 usercpu_time_millis 421.875 usercpu_time_millis 390.625 usercpu_time_millis 296.875 usercpu_time_millis 281.25 usercpu_time_millis 312.5 usercpu_time_millis 265.625 usercpu_time_millis 296.875 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 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 406.25 usercpu_time_millis_training 375 usercpu_time_millis_training 375 usercpu_time_millis_training 406.25 usercpu_time_millis_training 375 usercpu_time_millis_training 281.25 usercpu_time_millis_training 281.25 usercpu_time_millis_training 296.875 usercpu_time_millis_training 250 usercpu_time_millis_training 281.25 wall_clock_time_millis 447.74699211120605 wall_clock_time_millis 392.7731513977051 wall_clock_time_millis 394.7720527648926 wall_clock_time_millis 408.7669849395752 wall_clock_time_millis 403.76853942871094 wall_clock_time_millis 291.7821407318115 wall_clock_time_millis 288.80953788757324 wall_clock_time_millis 281.83865547180176 wall_clock_time_millis 288.85698318481445 wall_clock_time_millis 290.8287048339844 wall_clock_time_millis_testing 27.9848575592041 wall_clock_time_millis_testing 15.991687774658203 wall_clock_time_millis_testing 17.990827560424805 wall_clock_time_millis_testing 21.98624610900879 wall_clock_time_millis_testing 15.9912109375 wall_clock_time_millis_testing 13.003110885620117 wall_clock_time_millis_testing 12.991905212402344 wall_clock_time_millis_testing 11.992216110229492 wall_clock_time_millis_testing 15.010356903076172 wall_clock_time_millis_testing 16.99090003967285 wall_clock_time_millis_training 419.76213455200195 wall_clock_time_millis_training 376.7814636230469 wall_clock_time_millis_training 376.7812252044678 wall_clock_time_millis_training 386.7807388305664 wall_clock_time_millis_training 387.77732849121094 wall_clock_time_millis_training 278.7790298461914 wall_clock_time_millis_training 275.8176326751709 wall_clock_time_millis_training 269.84643936157227 wall_clock_time_millis_training 273.8466262817383 wall_clock_time_millis_training 273.8378047943115 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]