5989741 1 Jan van Rijn 9960 Supervised Classification 6970 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.weight_boosting.AdaBoostClassifier(base_estimator=sklearn.tree.tree.DecisionTreeClassifier))(1) 4024474 class_weight null 6941 criterion "gini" 6941 max_depth 8 6941 max_features null 6941 max_leaf_nodes null 6941 min_impurity_split 1e-07 6941 min_samples_leaf 1 6941 min_samples_split 2 6941 min_weight_fraction_leaf 0.0 6941 presort false 6941 random_state 29235 6941 splitter "best" 6941 axis 0 6947 categorical_features [] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "mean" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse false 6948 threshold 0.0 6949 algorithm "SAMME" 6971 learning_rate 1.8666388242213874 6971 n_estimators 191 6971 random_state 40800 6971 openml-pimp openml-python Sklearn_0.18.1. study_71 1497 wall-robot-navigation https://www.openml.org/data/download/1592289/phpVeNa5j -1 12902761 description https://api.openml.org/data/download/12902761/description.xml -1 12902762 predictions https://api.openml.org/data/download/12902762/predictions.arff area_under_roc_curve 0.9976855292675924 [0.997463,0.998126,0.995664,0.997966] average_cost 0 f_measure 0.9954152906125393 [0.995023,0.997615,0.98773,0.993932] kappa 0.9930780402247058 kb_relative_information_score 328.7353325578504 mean_absolute_error 0.3536377739375949 mean_prior_absolute_error 0.3312381502905654 number_of_instances 5456 [2205,2097,328,826] precision 0.9954232269518067 [0.992777,0.998091,0.993827,0.99635] predictive_accuracy 0.9954178885630499 prior_entropy 1.715110055559003 recall 0.9954178885630498 [0.997279,0.997139,0.981707,0.991525] relative_absolute_error 1.0676239244404073 root_mean_prior_squared_error 0.40694354051108633 root_mean_squared_error 0.4085611732448357 root_relative_squared_error 1.003975079028697 total_cost 0 area_under_roc_curve 0.9998953051600836 [1,0.999943,1,0.999448] area_under_roc_curve 0.9999780186824722 [0.999972,1,0.999823,1] area_under_roc_curve 0.9984492933556812 [0.997609,0.998484,1,0.999974] area_under_roc_curve 0.993936337321129 [0.993551,0.994933,0.999025,0.990411] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.9999148669198624 [0.999916,1,1,0.999662] area_under_roc_curve 0.9988988297749081 [0.998615,0.998593,1,1] area_under_roc_curve 0.9999313802066095 [0.999958,1,1,0.999661] area_under_roc_curve 0.9985119047619048 [1,0.998512,0.984848,1] area_under_roc_curve 0.9999841480571462 [1,1,1,0.999895] 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 0.9945058496006364 [0.995455,0.995261,1,0.987805] f_measure 0.9925760238260238 [0.990991,1,0.9375,1] f_measure 0.9926244169604983 [0.990909,0.997625,0.96875,0.994012] f_measure 0.9908473202605068 [0.99095,0.995215,0.985075,0.981818] f_measure 1 [1,1,1,1] f_measure 0.9963375481070057 [0.995475,0.997613,1,0.993939] f_measure 0.996329798528225 [0.995475,0.995215,1,1] f_measure 0.9963307801113886 [0.995495,0.997602,1,0.993939] f_measure 0.9981532128618902 [1,0.997613,0.984615,1] f_measure 0.9963158877531967 [0.995495,1,1,0.987654] kappa 0.9917014550318162 kappa 0.988912917669276 kappa 0.9889367867038817 kappa 0.9861889633122205 kappa 1 kappa 0.9944706341048453 kappa 0.994455522096525 kappa 0.994451231928324 kappa 0.9972266606959301 kappa 0.9944504409099242 kb_relative_information_score 18.64825742691015 kb_relative_information_score 19.13964664874913 kb_relative_information_score 53.52421384951696 kb_relative_information_score 53.6617750832542 kb_relative_information_score 20.358919905375732 kb_relative_information_score 20.05954607730219 kb_relative_information_score 52.902644058332015 kb_relative_information_score 18.538317089000046 kb_relative_information_score 53.606009792456916 kb_relative_information_score 18.296002626941565 mean_absolute_error 0.3619194344072856 mean_absolute_error 0.3616336316835905 mean_absolute_error 0.3417486817140221 mean_absolute_error 0.3416709591288193 mean_absolute_error 0.3613424156828806 mean_absolute_error 0.36137119321930694 mean_absolute_error 0.34143453713621774 mean_absolute_error 0.3616940319157952 mean_absolute_error 0.34133194696988933 mean_absolute_error 0.36221648610121465 mean_prior_absolute_error 0.3311434139730841 mean_prior_absolute_error 0.3311434139730841 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.3311205766710351 mean_prior_absolute_error 0.3311024296804111 mean_prior_absolute_error 0.3311861074705109 mean_prior_absolute_error 0.3311861074705109 number_of_instances 546 [221,210,33,82] number_of_instances 546 [221,210,33,82] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 545 [220,210,32,83] number_of_instances 545 [221,209,32,83] number_of_instances 545 [221,209,33,82] number_of_instances 545 [221,209,33,82] precision 0.9945400511438247 [1,0.990566,1,0.987805] precision 0.9926051093416928 [0.986547,1,0.967742,1] precision 0.9927044763706916 [0.990909,0.995261,1,0.988095] precision 0.9909235232047284 [0.986486,1,0.970588,0.987805] precision 1 [1,1,1,1] precision 0.9963699963699963 [0.990991,1,1,1] precision 0.9963633358128771 [0.990991,1,1,1] precision 0.9963631875591393 [0.991031,1,1,1] precision 0.9981738750546091 [1,0.995238,1,1] precision 0.9963631875591393 [0.991031,1,1,1] predictive_accuracy 0.9945054945054944 predictive_accuracy 0.9926739926739927 predictive_accuracy 0.9926739926739927 predictive_accuracy 0.9908424908424908 predictive_accuracy 1 predictive_accuracy 0.9963369963369964 predictive_accuracy 0.9963302752293578 predictive_accuracy 0.9963302752293578 predictive_accuracy 0.9981651376146788 predictive_accuracy 0.9963302752293578 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 recall 0.9945054945054945 [0.99095,1,1,0.987805] recall 0.9926739926739927 [0.995475,1,0.909091,1] recall 0.9926739926739927 [0.990909,1,0.939394,1] recall 0.9908424908424909 [0.995455,0.990476,1,0.975904] recall 1 [1,1,1,1] recall 0.9963369963369964 [1,0.995238,1,0.987952] recall 0.9963302752293578 [1,0.990476,1,1] recall 0.9963302752293578 [1,0.995215,1,0.987952] recall 0.998165137614679 [1,1,0.969697,1] recall 0.9963302752293578 [1,1,1,0.97561] relative_absolute_error 1.092938645721346 relative_absolute_error 1.0920755673340514 relative_absolute_error 1.0313058961338206 relative_absolute_error 1.0310713502096625 relative_absolute_error 1.090434532030859 relative_absolute_error 1.0905213749203293 relative_absolute_error 1.031148654574341 relative_absolute_error 1.0923931674705978 relative_absolute_error 1.0306348583787797 relative_absolute_error 1.0936946868565938 root_mean_prior_squared_error 0.4068271240296317 root_mean_prior_squared_error 0.4068271240296317 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.4067990554858411 root_mean_prior_squared_error 0.40677675026179705 root_mean_prior_squared_error 0.4068795919478491 root_mean_prior_squared_error 0.4068795919478491 root_mean_squared_error 0.41798521369760205 root_mean_squared_error 0.41764959845202704 root_mean_squared_error 0.3946560051668857 root_mean_squared_error 0.3945733260536943 root_mean_squared_error 0.41728844464043213 root_mean_squared_error 0.41734921252565643 root_mean_squared_error 0.3942724823017942 root_mean_squared_error 0.41773250429803016 root_mean_squared_error 0.39414559882488526 root_mean_squared_error 0.41834497584387864 root_relative_squared_error 1.0274271035752216 root_relative_squared_error 1.026602145685859 root_relative_squared_error 0.9694057230464358 root_relative_squared_error 0.9692026357895468 root_relative_squared_error 1.0249984824746887 root_relative_squared_error 1.0251477485062266 root_relative_squared_error 0.9692069757411643 root_relative_squared_error 1.0269330880616507 root_relative_squared_error 0.9687032887002206 root_relative_squared_error 1.028178812904185 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 usercpu_time_millis 7278.746240999681 usercpu_time_millis 7101.984342000378 usercpu_time_millis 867.7607780000471 usercpu_time_millis 1049.2390509998586 usercpu_time_millis 7307.346703999883 usercpu_time_millis 6580.442491000213 usercpu_time_millis 920.5716209999082 usercpu_time_millis 6916.936096000427 usercpu_time_millis 820.904657000483 usercpu_time_millis 6820.797686999867 usercpu_time_millis_testing 35.10105499981364 usercpu_time_millis_testing 35.295588000280986 usercpu_time_millis_testing 1.4689670001644117 usercpu_time_millis_testing 1.643718000195804 usercpu_time_millis_testing 34.624532999714575 usercpu_time_millis_testing 34.710762000031536 usercpu_time_millis_testing 1.5043650000734488 usercpu_time_millis_testing 35.11977400012256 usercpu_time_millis_testing 1.2857760002589202 usercpu_time_millis_testing 34.40962900003797 usercpu_time_millis_training 7243.645185999867 usercpu_time_millis_training 7066.688754000097 usercpu_time_millis_training 866.2918109998827 usercpu_time_millis_training 1047.5953329996628 usercpu_time_millis_training 7272.722171000169 usercpu_time_millis_training 6545.731729000181 usercpu_time_millis_training 919.0672559998347 usercpu_time_millis_training 6881.816322000304 usercpu_time_millis_training 819.6188810002241 usercpu_time_millis_training 6786.3880579998295