10591543 32117 VAIBHAV JAISWAL 34539 Supervised Classification 19165 sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.svm._classes.SVC)(1) 8304104 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 19165 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"}}] 19165 verbose false 19165 C 1.0 19166 break_ties false 19166 cache_size 200 19166 class_weight null 19166 coef0 0.0 19166 decision_function_shape "ovr" 19166 degree 3 19166 gamma "scale" 19166 kernel "rbf" 19166 max_iter -1 19166 probability false 19166 random_state 0 19166 shrinking true 19166 tol 0.001 19166 verbose false 19166 openml-python Sklearn_1.0.2. 4135 Amazon_employee_access https://www.openml.org/data/download/1681098/phpmPOD5A -1 22110692 description https://api.openml.org/data/download/22110692/description.xml -1 22110693 predictions https://api.openml.org/data/download/22110693/predictions.arff area_under_roc_curve 0.5 [0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 0.23857538863005534 mean_absolute_error 0.05789007903811529 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 0.530607576810733 root_mean_prior_squared_error 0.23353547592409915 root_mean_squared_error 0.24060357237188998 root_relative_squared_error 1.0302656220423145 total_cost 0 unweighted_recall 0.5 [0,1] 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 0.5 [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 0.5 [0.5,0.5] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.23934181072266164 kb_relative_information_score 0.23934181072266164 kb_relative_information_score 0.23825713081665822 kb_relative_information_score 0.23825713081665822 kb_relative_information_score 0.23825713081665822 kb_relative_information_score 0.23825713081665822 kb_relative_information_score 0.23825713081665822 kb_relative_information_score 0.23825713081665822 kb_relative_information_score 0.23825713081665822 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 0.05797985962770827 mean_absolute_error 0.05797985962770827 mean_absolute_error 0.05797985962770827 mean_absolute_error 0.05797985962770827 mean_absolute_error 0.05797985962770827 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] 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 0.5295577872167043 relative_absolute_error 0.5295577872167043 relative_absolute_error 0.5310441044073794 relative_absolute_error 0.5310441044073794 relative_absolute_error 0.5310441044073794 relative_absolute_error 0.5310441044073794 relative_absolute_error 0.5310441044073794 relative_absolute_error 0.5310441044073794 relative_absolute_error 0.5310441044073794 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 0.24079007377321074 root_mean_squared_error 0.24079007377321074 root_mean_squared_error 0.24079007377321074 root_mean_squared_error 0.24079007377321074 root_mean_squared_error 0.24079007377321074 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 1.0303146860287782 root_relative_squared_error 1.0303146860287782 root_relative_squared_error 1.0303146860287782 root_relative_squared_error 1.0303146860287782 root_relative_squared_error 1.0303146860287782 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 0.5 [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 33312.5 usercpu_time_millis 30765.625 usercpu_time_millis 35328.125 usercpu_time_millis 34890.625 usercpu_time_millis 34500 usercpu_time_millis 34921.875 usercpu_time_millis 33593.75 usercpu_time_millis 33453.125 usercpu_time_millis 35156.25 usercpu_time_millis 31437.5 usercpu_time_millis_testing 2609.375 usercpu_time_millis_testing 2500 usercpu_time_millis_testing 2593.75 usercpu_time_millis_testing 2531.25 usercpu_time_millis_testing 2625 usercpu_time_millis_testing 2578.125 usercpu_time_millis_testing 2562.5 usercpu_time_millis_testing 3000 usercpu_time_millis_testing 2531.25 usercpu_time_millis_testing 2484.375 usercpu_time_millis_training 30703.125 usercpu_time_millis_training 28265.625 usercpu_time_millis_training 32734.375 usercpu_time_millis_training 32359.375 usercpu_time_millis_training 31875 usercpu_time_millis_training 32343.75 usercpu_time_millis_training 31031.25 usercpu_time_millis_training 30453.125 usercpu_time_millis_training 32625 usercpu_time_millis_training 28953.125 wall_clock_time_millis 33555.74321746826 wall_clock_time_millis 31029.213190078735 wall_clock_time_millis 35964.406967163086 wall_clock_time_millis 35136.881828308105 wall_clock_time_millis 34860.04090309143 wall_clock_time_millis 35218.79005432129 wall_clock_time_millis 33832.584381103516 wall_clock_time_millis 33782.63330459595 wall_clock_time_millis 35519.641399383545 wall_clock_time_millis 31662.854433059692 wall_clock_time_millis_testing 2624.4966983795166 wall_clock_time_millis_testing 2515.5603885650635 wall_clock_time_millis_testing 2609.5025539398193 wall_clock_time_millis_testing 2531.5706729888916 wall_clock_time_millis_testing 2650.4807472229004 wall_clock_time_millis_testing 2580.519676208496 wall_clock_time_millis_testing 2590.5141830444336 wall_clock_time_millis_testing 3054.2263984680176 wall_clock_time_millis_testing 2582.495927810669 wall_clock_time_millis_testing 2486.5546226501465 wall_clock_time_millis_training 30931.246519088745 wall_clock_time_millis_training 28513.652801513672 wall_clock_time_millis_training 33354.90441322327 wall_clock_time_millis_training 32605.311155319214 wall_clock_time_millis_training 32209.56015586853 wall_clock_time_millis_training 32638.270378112793 wall_clock_time_millis_training 31242.070198059082 wall_clock_time_millis_training 30728.40690612793 wall_clock_time_millis_training 32937.145471572876 wall_clock_time_millis_training 29176.299810409546 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]