10464769 12269 Marc Zöller 9983 Supervised Classification 17761 sklearn.pipeline.Pipeline(step_0=sklearn.preprocessing._data.QuantileTransformer,step_1=sklearn.discriminant_analysis.LinearDiscriminantAnalysis)(1) 8275451 n_components 148 17705 priors null 17705 shrinkage null 17705 solver "svd" 17705 store_covariance false 17705 tol 0.0030070910754536936 17705 copy false 17755 ignore_implicit_zeros false 17755 n_quantiles 1856 17755 output_distribution "normal" 17755 random_state 42 17755 subsample 97201744 17755 memory null 17761 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "step_0", "step_name": "step_0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "step_1", "step_name": "step_1"}}] 17761 verbose false 17761 automl_meta_features openml-python Sklearn_0.22.1. 1471 eeg-eye-state https://www.openml.org/data/download/1587924/phplE7q6h -1 21854176 description https://api.openml.org/data/download/21854176/description.xml -1 21854177 predictions https://api.openml.org/data/download/21854177/predictions.arff area_under_roc_curve 0.49987535026176183 [0.499852,0.499905] average_cost 0 f_measure 0.41978714737699424 [0.293433,0.574972] kappa -0.00010062639933586697 kb_relative_information_score -0.01874989901359534 mean_absolute_error 0.5009393685327328 mean_prior_absolute_error 0.4947574918117115 weighted_recall 0.4692256341789052 [0.199952,0.799941] number_of_instances 14980 [8257,6723] precision 0.5051546365336247 [0.551068,0.448765] predictive_accuracy 0.4692256341789052 prior_entropy 0.9924223735239917 relative_absolute_error 1.012494761218035 root_mean_prior_squared_error 0.4973714869043071 root_mean_squared_error 0.5011491625101896 root_relative_squared_error 1.0075952797965866 total_cost 0 unweighted_recall 0.4999460295035232 [0.199952,0.799941] 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 0.502376049421828 [0.5,0.505297] 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 -0.020091480051101875 kb_relative_information_score -0.01958769845630343 kb_relative_information_score -0.024643651196469565 kb_relative_information_score -0.016925495608265534 kb_relative_information_score -0.021581713284144013 kb_relative_information_score -0.014220030194337263 kb_relative_information_score -0.020739115726006646 kb_relative_information_score -0.01763861457413842 kb_relative_information_score -0.012605000301401487 kb_relative_information_score -0.019467494769831218 mean_absolute_error 0.5013757031775822 mean_absolute_error 0.5011981014953272 mean_absolute_error 0.5030079499999869 mean_absolute_error 0.5002694676168395 mean_absolute_error 0.501904573925246 mean_absolute_error 0.4993425083110876 mean_absolute_error 0.5016048999999824 mean_absolute_error 0.5005907310547224 mean_absolute_error 0.49886859439254094 mean_absolute_error 0.5012311553538051 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.49480533738838384 mean_prior_absolute_error 0.49480533738838384 mean_prior_absolute_error 0.49480533738838384 number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [825,673] number_of_instances 1498 [825,673] number_of_instances 1498 [825,673] predictive_accuracy 0.4485981308411215 predictive_accuracy 0.4485981308411215 predictive_accuracy 0.4485981308411215 predictive_accuracy 0.4485981308411215 predictive_accuracy 0.4485981308411215 predictive_accuracy 0.5514018691588786 predictive_accuracy 0.4485981308411215 predictive_accuracy 0.4492656875834446 predictive_accuracy 0.5507343124165555 predictive_accuracy 0.4492656875834446 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.992560912165838 prior_entropy 0.992560912165838 prior_entropy 0.992560912165838 relative_absolute_error 1.0134186785975603 relative_absolute_error 1.0130596965786733 relative_absolute_error 1.0167178999348188 relative_absolute_error 1.0111826712021474 relative_absolute_error 1.0144876723498495 relative_absolute_error 1.0093090305993118 relative_absolute_error 1.0138819486352255 relative_absolute_error 1.0116922620456648 relative_absolute_error 1.0082118293743623 relative_absolute_error 1.0129865575002428 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4974195830102464 root_mean_prior_squared_error 0.4974195830102464 root_mean_prior_squared_error 0.4974195830102464 root_mean_squared_error 0.5015523669761203 root_mean_squared_error 0.5013321486514489 root_mean_squared_error 0.5038492312772899 root_mean_squared_error 0.5002762619069914 root_mean_squared_error 0.5022427680787898 root_mean_squared_error 0.49938303135629725 root_mean_squared_error 0.501845207895513 root_mean_squared_error 0.500624234857253 root_mean_squared_error 0.4989919073317914 root_mean_squared_error 0.5013764790840254 root_relative_squared_error 1.0084477465340769 root_relative_squared_error 1.0080049639098034 root_relative_squared_error 1.01306594351832 root_relative_squared_error 1.0058819421115748 root_relative_squared_error 1.0098359035482474 root_relative_squared_error 1.004085965469268 root_relative_squared_error 1.0090365479927064 root_relative_squared_error 1.0064425526385852 root_relative_squared_error 1.003160961842374 root_relative_squared_error 1.0079548457859921 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 [1,0] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [0,1] usercpu_time_millis 343.75 usercpu_time_millis 562.5 usercpu_time_millis 796.875 usercpu_time_millis 796.875 usercpu_time_millis 687.5 usercpu_time_millis 812.5 usercpu_time_millis 734.375 usercpu_time_millis 687.5 usercpu_time_millis 796.875 usercpu_time_millis 687.5 usercpu_time_millis_testing 250 usercpu_time_millis_testing 125 usercpu_time_millis_testing 250 usercpu_time_millis_testing 250 usercpu_time_millis_testing 125 usercpu_time_millis_testing 250 usercpu_time_millis_testing 125 usercpu_time_millis_testing 125 usercpu_time_millis_testing 250 usercpu_time_millis_testing 125 usercpu_time_millis_training 93.75 usercpu_time_millis_training 437.5 usercpu_time_millis_training 546.875 usercpu_time_millis_training 546.875 usercpu_time_millis_training 562.5 usercpu_time_millis_training 562.5 usercpu_time_millis_training 609.375 usercpu_time_millis_training 562.5 usercpu_time_millis_training 546.875 usercpu_time_millis_training 562.5 wall_clock_time_millis 126.65104866027832 wall_clock_time_millis 136.52968406677246 wall_clock_time_millis 133.64696502685547 wall_clock_time_millis 139.0836238861084 wall_clock_time_millis 137.03131675720215 wall_clock_time_millis 144.7594165802002 wall_clock_time_millis 136.4126205444336 wall_clock_time_millis 143.23973655700684 wall_clock_time_millis 136.9028091430664 wall_clock_time_millis 143.7666416168213 wall_clock_time_millis_testing 23.60701560974121 wall_clock_time_millis_testing 22.658824920654297 wall_clock_time_millis_testing 22.682905197143555 wall_clock_time_millis_testing 22.5985050201416 wall_clock_time_millis_testing 22.594451904296875 wall_clock_time_millis_testing 22.52984046936035 wall_clock_time_millis_testing 22.519350051879883 wall_clock_time_millis_testing 22.572755813598633 wall_clock_time_millis_testing 22.464513778686523 wall_clock_time_millis_testing 22.554397583007812 wall_clock_time_millis_training 103.04403305053711 wall_clock_time_millis_training 113.87085914611816 wall_clock_time_millis_training 110.96405982971191 wall_clock_time_millis_training 116.4851188659668 wall_clock_time_millis_training 114.43686485290527 wall_clock_time_millis_training 122.22957611083984 wall_clock_time_millis_training 113.89327049255371 wall_clock_time_millis_training 120.6669807434082 wall_clock_time_millis_training 114.43829536437988 wall_clock_time_millis_training 121.21224403381348 weighted_recall 0.4485981308411215 [0,1] weighted_recall 0.4485981308411215 [0,1] weighted_recall 0.4485981308411215 [0,1] weighted_recall 0.4485981308411215 [0,1] weighted_recall 0.4485981308411215 [0,1] weighted_recall 0.5514018691588785 [1,0] weighted_recall 0.4485981308411215 [0,1] weighted_recall 0.4492656875834446 [0,1] weighted_recall 0.5507343124165555 [1,0] weighted_recall 0.4492656875834446 [0,1]