10590856 32117 VAIBHAV JAISWAL 59 Supervised Classification predictive_accuracy 19163 sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.naive_bayes.GaussianNB)(1) 8304081 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 19163 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"}}] 19163 verbose false 19163 priors null 19164 var_smoothing 1e-09 19164 openml-python Sklearn_1.0.2. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 22109308 description https://api.openml.org/data/download/22109308/description.xml -1 22109309 predictions https://api.openml.org/data/download/22109309/predictions.arff area_under_roc_curve 0.9944 [1,0.9916,0.9916] average_cost 0 f_measure 0.96 [1,0.94,0.94] kappa 0.94 kb_relative_information_score 0.9300069613957668 mean_absolute_error 0.036524802704968655 mean_prior_absolute_error 0.44444444444444337 weighted_recall 0.96 [1,0.94,0.94] number_of_instances 150 [50,50,50] precision 0.96 [1,0.94,0.94] predictive_accuracy 0.96 prior_entropy 1.5849625007211599 relative_absolute_error 0.08218080608617967 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.15377521342763179 root_relative_squared_error 0.32620648857926154 total_cost 0 unweighted_recall 0.96 [1,0.94,0.94] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9866666666666667 [1,0.98,0.98] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9866666666666667 [1,0.98,0.98] area_under_roc_curve 0.9866666666666667 [1,0.98,0.98] area_under_roc_curve 1 [1,1,1] 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 f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.861111111111111 [1,0.833333,0.75] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] kappa 0.9 kappa 1 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 0.8 kappa 0.9 kappa 1 kb_relative_information_score 0.9098132726069956 kb_relative_information_score 0.9834569851303744 kb_relative_information_score 0.9890364822398616 kb_relative_information_score 0.9127854978059744 kb_relative_information_score 0.9652437677424238 kb_relative_information_score 0.86752745999192 kb_relative_information_score 0.9961881538005194 kb_relative_information_score 0.8227964149374587 kb_relative_information_score 0.9049982893647953 kb_relative_information_score 0.9482232903373542 mean_absolute_error 0.04366622754903369 mean_absolute_error 0.01158149200444852 mean_absolute_error 0.0076620085971408096 mean_absolute_error 0.041573250889019746 mean_absolute_error 0.02245924369503224 mean_absolute_error 0.07040144031797674 mean_absolute_error 0.0027611068459799707 mean_absolute_error 0.08569666204989133 mean_absolute_error 0.047013986194329206 mean_absolute_error 0.032432608906834595 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] precision 0.9444444444444445 [1,0.833333,1] precision 1 [1,1,1] precision 1 [1,1,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] precision 0.9047619047619048 [1,0.714286,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.8666666666666667 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 relative_absolute_error 0.09824901198532576 relative_absolute_error 0.026058357010009157 relative_absolute_error 0.017239519343566816 relative_absolute_error 0.0935398145002944 relative_absolute_error 0.05053329831382253 relative_absolute_error 0.1584032407154476 relative_absolute_error 0.006212490403454932 relative_absolute_error 0.19281748961225542 relative_absolute_error 0.10578146893724068 relative_absolute_error 0.07297337004037782 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_squared_error 0.20504400577700324 root_mean_squared_error 0.031614318446130545 root_mean_squared_error 0.02624673472765983 root_mean_squared_error 0.1969843465757497 root_mean_squared_error 0.07075223557289319 root_mean_squared_error 0.18249799108761763 root_mean_squared_error 0.007769824439240079 root_mean_squared_error 0.26490677520043154 root_mean_squared_error 0.19217202717534795 root_mean_squared_error 0.0919590995733172 root_relative_squared_error 0.4349640207797178 root_relative_squared_error 0.06706409686754959 root_relative_squared_error 0.05567773232979814 root_relative_squared_error 0.4178669017539411 root_relative_squared_error 0.15008815667310255 root_relative_squared_error 0.3871367011529296 root_relative_squared_error 0.01648228664884687 root_relative_squared_error 0.5619521313794563 root_relative_squared_error 0.40765843071016206 root_relative_squared_error 0.1950747087003046 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 0.9333333333333332 [1,1,0.8] unweighted_recall 1 [1,1,1] unweighted_recall 1 [1,1,1] unweighted_recall 0.9333333333333332 [1,0.8,1] unweighted_recall 1 [1,1,1] unweighted_recall 0.9333333333333332 [1,0.8,1] unweighted_recall 1 [1,1,1] unweighted_recall 0.8666666666666667 [1,1,0.6] unweighted_recall 0.9333333333333332 [1,0.8,1] unweighted_recall 1 [1,1,1] usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 wall_clock_time_millis 6.994724273681641 wall_clock_time_millis 9.970664978027344 wall_clock_time_millis 7.993221282958984 wall_clock_time_millis 6.994485855102539 wall_clock_time_millis 6.995201110839844 wall_clock_time_millis 7.014751434326172 wall_clock_time_millis 7.97271728515625 wall_clock_time_millis 6.9942474365234375 wall_clock_time_millis 9.971857070922852 wall_clock_time_millis 8.018016815185547 wall_clock_time_millis_testing 1.997232437133789 wall_clock_time_millis_testing 2.997159957885742 wall_clock_time_millis_testing 1.9774436950683594 wall_clock_time_millis_testing 0.9992122650146484 wall_clock_time_millis_testing 1.9991397857666016 wall_clock_time_millis_testing 1.9991397857666016 wall_clock_time_millis_testing 2.9981136322021484 wall_clock_time_millis_testing 1.9989013671875 wall_clock_time_millis_testing 2.997875213623047 wall_clock_time_millis_testing 3.021240234375 wall_clock_time_millis_training 4.997491836547852 wall_clock_time_millis_training 6.973505020141602 wall_clock_time_millis_training 6.015777587890625 wall_clock_time_millis_training 5.995273590087891 wall_clock_time_millis_training 4.996061325073242 wall_clock_time_millis_training 5.01561164855957 wall_clock_time_millis_training 4.974603652954102 wall_clock_time_millis_training 4.9953460693359375 wall_clock_time_millis_training 6.973981857299805 wall_clock_time_millis_training 4.996776580810547 weighted_recall 0.9333333333333333 [1,1,0.8] weighted_recall 1 [1,1,1] weighted_recall 1 [1,1,1] weighted_recall 0.9333333333333333 [1,0.8,1] weighted_recall 1 [1,1,1] weighted_recall 0.9333333333333333 [1,0.8,1] weighted_recall 1 [1,1,1] weighted_recall 0.8666666666666667 [1,1,0.6] weighted_recall 0.9333333333333333 [1,0.8,1] weighted_recall 1 [1,1,1]