10417382 10344 Christian Geißler 2295 Supervised Regression mean_absolute_error 17357 sklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,estimator=sklearn.linear_model.stochastic_gradient.SGDRegressor)(1) 8254455 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "mean" 12737 verbose 0 12737 memory null 17357 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": "estimator"}}] 17357 verbose false 17357 alpha 0.00017662094964070792 17358 average false 17358 early_stopping true 17358 epsilon 0.1 17358 eta0 0.1 17358 fit_intercept true 17358 l1_ratio 0.029548349209827105 17358 learning_rate "invscaling" 17358 loss "squared_loss" 17358 max_iter 10.5677350479332 17358 n_iter_no_change 5 17358 penalty "l2" 17358 power_t 0.6121322819458367 17358 random_state 9731 17358 shuffle true 17358 tol 0.0003460254924948705 17358 validation_fraction 0.1 17358 verbose 0 17358 warm_start false 17358 openml-python Sklearn_0.21.2. 204 cholesterol https://www.openml.org/data/download/3641/dataset_2190_cholesterol.arff -1 21756904 description https://api.openml.org/data/download/21756904/description.xml -1 21756905 predictions https://api.openml.org/data/download/21756905/predictions.arff mean_absolute_error 31660484190182.184 mean_prior_absolute_error 39.31385811848506 number_of_instances 303 relative_absolute_error 805326307450.2394 root_mean_prior_squared_error 51.69140647264891 root_mean_squared_error 34289531543528 root_relative_squared_error 663350716945.0181 mean_absolute_error 17360485438378.58 mean_absolute_error 15204863349763.273 mean_absolute_error 24794994534574.703 mean_absolute_error 37389656838271.24 mean_absolute_error 32712543504634.043 mean_absolute_error 35307666457815.8 mean_absolute_error 57270389879616.7 mean_absolute_error 22745038826402.26 mean_absolute_error 45581048205132.8 mean_absolute_error 29492191842159.94 mean_prior_absolute_error 34.35228361545832 mean_prior_absolute_error 46.13669754072183 mean_prior_absolute_error 48.45416799744492 mean_prior_absolute_error 36.80759075907591 mean_prior_absolute_error 35.76963696369638 mean_prior_absolute_error 35.56138613861386 mean_prior_absolute_error 40.7023102310231 mean_prior_absolute_error 39.271947194719466 mean_prior_absolute_error 46.23102310231024 mean_prior_absolute_error 29.48481848184819 number_of_instances 31 number_of_instances 31 number_of_instances 31 number_of_instances 30 number_of_instances 30 number_of_instances 30 number_of_instances 30 number_of_instances 30 number_of_instances 30 number_of_instances 30 relative_absolute_error 505366270048.0985 relative_absolute_error 329561155441.2393 relative_absolute_error 511720571404.3463 relative_absolute_error 1015813751109.2549 relative_absolute_error 914533841588.4661 relative_absolute_error 992865303961.7438 relative_absolute_error 1407055018610.8477 relative_absolute_error 579167585290.005 relative_absolute_error 985940720028.215 relative_absolute_error 1000250073111.9064 root_mean_prior_squared_error 44.25073358346951 root_mean_prior_squared_error 55.91966782418832 root_mean_prior_squared_error 73.95531111614328 root_mean_prior_squared_error 50.80584425448262 root_mean_prior_squared_error 43.462952037910256 root_mean_prior_squared_error 40.85998165491252 root_mean_prior_squared_error 51.607395297133905 root_mean_prior_squared_error 48.5855424228541 root_mean_prior_squared_error 59.201043178148815 root_mean_prior_squared_error 37.58232523602973 root_mean_squared_error 17891587770507.35 root_mean_squared_error 15702454451299.404 root_mean_squared_error 25025655745549.992 root_mean_squared_error 37532321078188.92 root_mean_squared_error 33035156496239.746 root_mean_squared_error 35428849640883.58 root_mean_squared_error 57599603574716.336 root_mean_squared_error 23074927184825.86 root_mean_squared_error 46439157003010.89 root_mean_squared_error 29675077195446.457 root_relative_squared_error 404322964200.327 root_relative_squared_error 280803786257.60065 root_relative_squared_error 338388891451.601 root_relative_squared_error 738740230163.1357 root_relative_squared_error 760076224629.7734 root_relative_squared_error 867079430923.4359 root_relative_squared_error 1116111426338.8374 root_relative_squared_error 474934024282.3279 root_relative_squared_error 784431396981.7283 root_relative_squared_error 789601947433.4524 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 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