10417349 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) 8254422 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 0.0006067702360638456 17358 average false 17358 early_stopping true 17358 epsilon 0.1 17358 eta0 0.006398990554622674 17358 fit_intercept true 17358 l1_ratio 0.3 17358 learning_rate "invscaling" 17358 loss "squared_loss" 17358 max_iter 2156.7138327720027 17358 n_iter_no_change 5 17358 penalty "l2" 17358 power_t 0.2 17358 random_state 12396 17358 shuffle true 17358 tol 0.0016996490102440258 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 21756838 description https://api.openml.org/data/download/21756838/description.xml -1 21756839 predictions https://api.openml.org/data/download/21756839/predictions.arff mean_absolute_error 38269484701379.38 mean_prior_absolute_error 39.31385811848506 number_of_instances 303 relative_absolute_error 973434980256.6283 root_mean_prior_squared_error 51.69140647264891 root_mean_squared_error 41666206688638.11 root_relative_squared_error 806056741959.3165 mean_absolute_error 2432571389004.577 mean_absolute_error 36494056016318.336 mean_absolute_error 21277945405565.957 mean_absolute_error 52339518123270.11 mean_absolute_error 55966776494898.49 mean_absolute_error 43310772269692.66 mean_absolute_error 49462277330245.3 mean_absolute_error 30308855046767.88 mean_absolute_error 43569679758419.89 mean_absolute_error 49352524556052.4 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 70812508892.71114 relative_absolute_error 790998445090.4279 relative_absolute_error 439135502371.80804 relative_absolute_error 1421976202296.3806 relative_absolute_error 1564644800608.4255 relative_absolute_error 1217915749989.965 relative_absolute_error 1215220390427.5046 relative_absolute_error 771768583220.2186 relative_absolute_error 942433821159.425 relative_absolute_error 1673828332585.307 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 2789669460719.985 root_mean_squared_error 36959865565023.34 root_mean_squared_error 21812172837600.2 root_mean_squared_error 52560359984390.88 root_mean_squared_error 56293960675354.51 root_mean_squared_error 43522269597283.55 root_mean_squared_error 49857619988463.125 root_mean_squared_error 30721078637717.508 root_mean_squared_error 43781796154848.91 root_mean_squared_error 49506519045822.81 root_relative_squared_error 63042332517.67165 root_relative_squared_error 660945728097.4078 root_relative_squared_error 294937206110.12274 root_relative_squared_error 1034533738306.1685 root_relative_squared_error 1295217145541.6213 root_relative_squared_error 1065156366560.7017 root_relative_squared_error 966094485129.5767 root_relative_squared_error 632309059562.2672 root_relative_squared_error 739544335783.0698 root_relative_squared_error 1317281959934.7593 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 0 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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