10591073 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) 8304407 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 49903 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 22109742 description https://api.openml.org/data/download/22109742/description.xml -1 22109743 predictions https://api.openml.org/data/download/22109743/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 33203.125 usercpu_time_millis 31281.25 usercpu_time_millis 32515.625 usercpu_time_millis 34265.625 usercpu_time_millis 35281.25 usercpu_time_millis 34500 usercpu_time_millis 33203.125 usercpu_time_millis 33812.5 usercpu_time_millis 33906.25 usercpu_time_millis 30796.875 usercpu_time_millis_testing 2484.375 usercpu_time_millis_testing 2546.875 usercpu_time_millis_testing 2515.625 usercpu_time_millis_testing 2640.625 usercpu_time_millis_testing 2546.875 usercpu_time_millis_testing 2468.75 usercpu_time_millis_testing 2656.25 usercpu_time_millis_testing 2656.25 usercpu_time_millis_testing 2562.5 usercpu_time_millis_testing 2437.5 usercpu_time_millis_training 30718.75 usercpu_time_millis_training 28734.375 usercpu_time_millis_training 30000 usercpu_time_millis_training 31625 usercpu_time_millis_training 32734.375 usercpu_time_millis_training 32031.25 usercpu_time_millis_training 30546.875 usercpu_time_millis_training 31156.25 usercpu_time_millis_training 31343.75 usercpu_time_millis_training 28359.375 wall_clock_time_millis 33661.70430183411 wall_clock_time_millis 31724.820137023926 wall_clock_time_millis 33044.06023025513 wall_clock_time_millis 34878.00860404968 wall_clock_time_millis 36373.14963340759 wall_clock_time_millis 35070.8966255188 wall_clock_time_millis 33684.69262123108 wall_clock_time_millis 34403.27596664429 wall_clock_time_millis 34368.29924583435 wall_clock_time_millis 31277.093648910522 wall_clock_time_millis_testing 2547.5168228149414 wall_clock_time_millis_testing 2574.526786804199 wall_clock_time_millis_testing 2570.5254077911377 wall_clock_time_millis_testing 2644.479751586914 wall_clock_time_millis_testing 2584.540367126465 wall_clock_time_millis_testing 2509.5608234405518 wall_clock_time_millis_testing 2667.4716472625732 wall_clock_time_millis_testing 2674.4675636291504 wall_clock_time_millis_testing 2604.503870010376 wall_clock_time_millis_testing 2457.6120376586914 wall_clock_time_millis_training 31114.187479019165 wall_clock_time_millis_training 29150.293350219727 wall_clock_time_millis_training 30473.53482246399 wall_clock_time_millis_training 32233.52885246277 wall_clock_time_millis_training 33788.60926628113 wall_clock_time_millis_training 32561.335802078247 wall_clock_time_millis_training 31017.220973968506 wall_clock_time_millis_training 31728.808403015137 wall_clock_time_millis_training 31763.795375823975 wall_clock_time_millis_training 28819.48161125183 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]