10417433 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) 8254506 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 1.3155287286073147e-05 17358 average false 17358 early_stopping true 17358 epsilon 0.1 17358 eta0 0.07900396613406753 17358 fit_intercept true 17358 l1_ratio 0.3 17358 learning_rate "invscaling" 17358 loss "squared_loss" 17358 max_iter 26225.723019794594 17358 n_iter_no_change 5 17358 penalty "l2" 17358 power_t 0.2 17358 random_state 32404 17358 shuffle true 17358 tol 0.002773078850371113 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 21757006 description https://api.openml.org/data/download/21757006/description.xml -1 21757007 predictions https://api.openml.org/data/download/21757007/predictions.arff mean_absolute_error 357594775629002.2 mean_prior_absolute_error 39.31385811848506 number_of_instances 303 relative_absolute_error 9095896275335.645 root_mean_prior_squared_error 51.69140647264891 root_mean_squared_error 439250823465315.3 root_relative_squared_error 8497559912550.122 mean_absolute_error 84591435338593.6 mean_absolute_error 570012110183953 mean_absolute_error 224352507313320.22 mean_absolute_error 576549556893133.5 mean_absolute_error 748780804216284 mean_absolute_error 109526603037640.25 mean_absolute_error 153132030142956.28 mean_absolute_error 270759629000164.72 mean_absolute_error 680394228031033.5 mean_absolute_error 164309794601318.1 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 2462469054037.734 relative_absolute_error 12354852873481.91 relative_absolute_error 4630200384931.813 relative_absolute_error 15663876526636.55 relative_absolute_error 20933419172697.863 relative_absolute_error 3079930647548.978 relative_absolute_error 3762244188936.475 relative_absolute_error 6894479350811.799 relative_absolute_error 14717265212264.643 relative_absolute_error 5572691407358.419 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 95946063796181.64 root_mean_squared_error 586207232150382 root_mean_squared_error 228257162994958.53 root_mean_squared_error 581403000508396.8 root_mean_squared_error 753148031107611.5 root_mean_squared_error 111328020010075.23 root_mean_squared_error 156698669596122.1 root_mean_squared_error 290984997222252.1 root_mean_squared_error 690062146935646.6 root_mean_squared_error 164909218608024.84 root_relative_squared_error 2168236682793.0657 root_relative_squared_error 10483024219554.023 root_relative_squared_error 3086420157661.0444 root_relative_squared_error 11443624430216.988 root_relative_squared_error 17328506136690.473 root_relative_squared_error 2724622368906.2886 root_relative_squared_error 3036360752057.2656 root_relative_squared_error 5989127273494.759 root_relative_squared_error 11656249787002.9 root_relative_squared_error 4387946130856.4355 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 15.625 usercpu_time_millis 0 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 0 usercpu_time_millis_testing 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