10591085 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 22109766 description https://api.openml.org/data/download/22109766/description.xml -1 22109767 predictions https://api.openml.org/data/download/22109767/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 33453.125 usercpu_time_millis 32109.375 usercpu_time_millis 33984.375 usercpu_time_millis 34140.625 usercpu_time_millis 34328.125 usercpu_time_millis 33250 usercpu_time_millis 33531.25 usercpu_time_millis 33171.875 usercpu_time_millis 33609.375 usercpu_time_millis 32359.375 usercpu_time_millis_testing 2500 usercpu_time_millis_testing 2562.5 usercpu_time_millis_testing 2546.875 usercpu_time_millis_testing 2500 usercpu_time_millis_testing 2421.875 usercpu_time_millis_testing 2453.125 usercpu_time_millis_testing 2500 usercpu_time_millis_testing 3312.5 usercpu_time_millis_testing 2468.75 usercpu_time_millis_testing 2671.875 usercpu_time_millis_training 30953.125 usercpu_time_millis_training 29546.875 usercpu_time_millis_training 31437.5 usercpu_time_millis_training 31640.625 usercpu_time_millis_training 31906.25 usercpu_time_millis_training 30796.875 usercpu_time_millis_training 31031.25 usercpu_time_millis_training 29859.375 usercpu_time_millis_training 31140.625 usercpu_time_millis_training 29687.5 wall_clock_time_millis 34157.42325782776 wall_clock_time_millis 32685.272216796875 wall_clock_time_millis 34464.26701545715 wall_clock_time_millis 34561.20800971985 wall_clock_time_millis 34809.051752090454 wall_clock_time_millis 33700.682401657104 wall_clock_time_millis 34090.45886993408 wall_clock_time_millis 33734.6408367157 wall_clock_time_millis 34075.44922828674 wall_clock_time_millis 32879.15086746216 wall_clock_time_millis_testing 2521.5561389923096 wall_clock_time_millis_testing 2567.5127506256104 wall_clock_time_millis_testing 2569.5464611053467 wall_clock_time_millis_testing 2566.528558731079 wall_clock_time_millis_testing 2453.5937309265137 wall_clock_time_millis_testing 2467.587471008301 wall_clock_time_millis_testing 2561.5322589874268 wall_clock_time_millis_testing 3394.054174423218 wall_clock_time_millis_testing 2496.567487716675 wall_clock_time_millis_testing 2725.4159450531006 wall_clock_time_millis_training 31635.86711883545 wall_clock_time_millis_training 30117.759466171265 wall_clock_time_millis_training 31894.720554351807 wall_clock_time_millis_training 31994.67945098877 wall_clock_time_millis_training 32355.45802116394 wall_clock_time_millis_training 31233.094930648804 wall_clock_time_millis_training 31528.926610946655 wall_clock_time_millis_training 30340.58666229248 wall_clock_time_millis_training 31578.88174057007 wall_clock_time_millis_training 30153.734922409058 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]