10417406 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) 8254479 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 0.002885982495186419 17358 average false 17358 early_stopping true 17358 epsilon 0.1 17358 eta0 0.027224469353955727 17358 fit_intercept true 17358 l1_ratio 0.3 17358 learning_rate "invscaling" 17358 loss "squared_loss" 17358 max_iter 352.27882342773694 17358 n_iter_no_change 5 17358 penalty "l2" 17358 power_t 0.6875475671100528 17358 random_state 63353 17358 shuffle true 17358 tol 1.0148319029310534e-05 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 21756952 description https://api.openml.org/data/download/21756952/description.xml -1 21756953 predictions https://api.openml.org/data/download/21756953/predictions.arff mean_absolute_error 2307649179765.403 mean_prior_absolute_error 39.31385811848506 number_of_instances 303 relative_absolute_error 58698110290.02937 root_mean_prior_squared_error 51.69140647264891 root_mean_squared_error 2524238726345.0044 root_relative_squared_error 48832850537.3642 mean_absolute_error 1450216833683.1719 mean_absolute_error 1074421258686.94 mean_absolute_error 2124154583383.925 mean_absolute_error 965441822217.9369 mean_absolute_error 3860892253053.1 mean_absolute_error 2678417443465.0513 mean_absolute_error 2505338933089.338 mean_absolute_error 1781885994535.6343 mean_absolute_error 3527206253878.11 mean_absolute_error 3184321583778.889 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 42216024119.88073 relative_absolute_error 23287779922.666092 relative_absolute_error 43838428584.6356 relative_absolute_error 26229421766.212208 relative_absolute_error 107937697465.91583 relative_absolute_error 75318139541.15605 relative_absolute_error 61552745258.66547 relative_absolute_error 45372998331.36942 relative_absolute_error 76295223795.33603 relative_absolute_error 107998683652.71643 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 1465232649294.0222 root_mean_squared_error 1097808067167.7977 root_mean_squared_error 2135179395326.6335 root_mean_squared_error 970567667074.0469 root_mean_squared_error 3905791474852.633 root_mean_squared_error 2693135985441.469 root_mean_squared_error 2536526240330.428 root_mean_squared_error 1789523758562.4172 root_mean_squared_error 3539488222484.476 root_mean_squared_error 3250489038467.5547 root_relative_squared_error 33112053307.09773 root_relative_squared_error 19631877475.011314 root_relative_squared_error 28871211047.62086 root_relative_squared_error 19103464991.40034 root_relative_squared_error 89864845614.85454 root_relative_squared_error 65911336137.80463 root_relative_squared_error 49150441050.670456 root_relative_squared_error 36832433463.18277 root_relative_squared_error 59787598874.455414 root_relative_squared_error 86489833134.41579 usercpu_time_millis 0 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 0 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