10591305 32117 VAIBHAV JAISWAL 59 Supervised Classification predictive_accuracy 19168 sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.ensemble._weight_boosting.AdaBoostClassifier)(1) 8304106 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 19168 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"}}] 19168 verbose false 19168 algorithm "SAMME.R" 19169 base_estimator null 19169 learning_rate 1.0 19169 n_estimators 50 19169 random_state 0 19169 openml-python Sklearn_1.0.2. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 22110216 description https://api.openml.org/data/download/22110216/description.xml -1 22110217 predictions https://api.openml.org/data/download/22110217/predictions.arff area_under_roc_curve 0.9889333333333333 [1,0.9834,0.9834] average_cost 0 f_measure 0.9532912954992827 [1,0.932039,0.927835] kappa 0.93 kb_relative_information_score 0.9159732010187378 mean_absolute_error 0.04463076740425861 mean_prior_absolute_error 0.44444444444444337 weighted_recall 0.9533333333333334 [1,0.96,0.9] number_of_instances 150 [50,50,50] precision 0.9543690619563764 [1,0.90566,0.957447] predictive_accuracy 0.9533333333333333 prior_entropy 1.5849625007211599 relative_absolute_error 0.10041922665958213 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.15915954788696535 root_relative_squared_error 0.3376283868043751 total_cost 0 unweighted_recall 0.9533333333333333 [1,0.96,0.9] area_under_roc_curve 0.9666666666666667 [1,0.95,0.95] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9666666666666667 [1,0.95,0.95] 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 0.9666666666666667 [1,0.95,0.95] area_under_roc_curve 0.98 [1,0.97,0.97] 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 [1,0.909091,0.888889] f_measure 1 [1,1,1] f_measure 0.861111111111111 [1,0.833333,0.75] f_measure 0.8666666666666667 [1,0.8,0.8] 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 0.8 kappa 1 kb_relative_information_score 0.8962913834952211 kb_relative_information_score 0.9860707876700208 kb_relative_information_score 0.9860707876700208 kb_relative_information_score 0.8981355482652821 kb_relative_information_score 0.9511137502536687 kb_relative_information_score 0.7989153868910663 kb_relative_information_score 0.9860707876700208 kb_relative_information_score 0.8526332905969164 kb_relative_information_score 0.8533165374215161 kb_relative_information_score 0.9511137502536687 mean_absolute_error 0.05343780340894102 mean_absolute_error 0.010085621880798949 mean_absolute_error 0.010085621880798949 mean_absolute_error 0.052118734500280935 mean_absolute_error 0.02911788433032314 mean_absolute_error 0.10293073354333539 mean_absolute_error 0.010085621880798949 mean_absolute_error 0.07507029314223806 mean_absolute_error 0.07425747514474725 mean_absolute_error 0.02911788433032314 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 [1,0.833333,1] precision 1 [1,1,1] precision 0.9047619047619048 [1,0.714286,1] precision 0.8666666666666667 [1,0.8,0.8] 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 0.8666666666666667 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 0.12023505767011726 relative_absolute_error 0.022692649231797632 relative_absolute_error 0.022692649231797632 relative_absolute_error 0.11726715262563207 relative_absolute_error 0.06551523974322705 relative_absolute_error 0.23159415047250456 relative_absolute_error 0.022692649231797632 relative_absolute_error 0.16890815957003558 relative_absolute_error 0.16707931907568124 relative_absolute_error 0.06551523974322705 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 0.2062888348774394 root_mean_squared_error 0.015131623580400988 root_mean_squared_error 0.015131623580400988 root_mean_squared_error 0.20651497176045347 root_mean_squared_error 0.09601781323261734 root_mean_squared_error 0.23232175666386884 root_mean_squared_error 0.015131623580400988 root_mean_squared_error 0.23588682243416806 root_mean_squared_error 0.19842471935109487 root_mean_squared_error 0.09601781323261734 root_relative_squared_error 0.4376047020747281 root_relative_squared_error 0.032099020932191406 root_relative_squared_error 0.032099020932191406 root_relative_squared_error 0.438084410845095 root_relative_squared_error 0.20368454055446136 root_relative_squared_error 0.49282886866257786 root_relative_squared_error 0.032099020932191406 root_relative_squared_error 0.5003915152072418 root_relative_squared_error 0.4209223938245902 root_relative_squared_error 0.20368454055446136 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 [1,1,0.8] unweighted_recall 1 [1,1,1] unweighted_recall 0.8666666666666667 [1,1,0.6] unweighted_recall 0.8666666666666667 [1,0.8,0.8] unweighted_recall 1 [1,1,1] usercpu_time_millis 93.75 usercpu_time_millis 156.25 usercpu_time_millis 109.375 usercpu_time_millis 109.375 usercpu_time_millis 125 usercpu_time_millis 125 usercpu_time_millis 109.375 usercpu_time_millis 109.375 usercpu_time_millis 109.375 usercpu_time_millis 125 usercpu_time_millis_testing 0 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 31.25 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_training 93.75 usercpu_time_millis_training 140.625 usercpu_time_millis_training 109.375 usercpu_time_millis_training 93.75 usercpu_time_millis_training 109.375 usercpu_time_millis_training 93.75 usercpu_time_millis_training 93.75 usercpu_time_millis_training 93.75 usercpu_time_millis_training 93.75 usercpu_time_millis_training 109.375 wall_clock_time_millis 104.96282577514648 wall_clock_time_millis 163.88726234436035 wall_clock_time_millis 111.93537712097168 wall_clock_time_millis 107.9404354095459 wall_clock_time_millis 109.93266105651855 wall_clock_time_millis 117.91038513183594 wall_clock_time_millis 106.96029663085938 wall_clock_time_millis 109.9555492401123 wall_clock_time_millis 106.95528984069824 wall_clock_time_millis 118.90697479248047 wall_clock_time_millis_testing 9.994268417358398 wall_clock_time_millis_testing 17.993450164794922 wall_clock_time_millis_testing 10.994434356689453 wall_clock_time_millis_testing 12.971878051757812 wall_clock_time_millis_testing 13.991117477416992 wall_clock_time_millis_testing 19.9892520904541 wall_clock_time_millis_testing 10.012149810791016 wall_clock_time_millis_testing 14.01376724243164 wall_clock_time_millis_testing 12.012243270874023 wall_clock_time_millis_testing 10.970115661621094 wall_clock_time_millis_training 94.96855735778809 wall_clock_time_millis_training 145.89381217956543 wall_clock_time_millis_training 100.94094276428223 wall_clock_time_millis_training 94.96855735778809 wall_clock_time_millis_training 95.94154357910156 wall_clock_time_millis_training 97.92113304138184 wall_clock_time_millis_training 96.94814682006836 wall_clock_time_millis_training 95.94178199768066 wall_clock_time_millis_training 94.94304656982422 wall_clock_time_millis_training 107.93685913085938 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 [1,1,0.8] weighted_recall 1 [1,1,1] weighted_recall 0.8666666666666667 [1,1,0.6] weighted_recall 0.8666666666666667 [1,0.8,0.8] weighted_recall 1 [1,1,1]