10417418 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) 8254491 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 1.072260075887356e-06 17358 average false 17358 early_stopping true 17358 epsilon 0.1 17358 eta0 0.0011662860022447097 17358 fit_intercept true 17358 l1_ratio 0.3 17358 learning_rate "invscaling" 17358 loss "squared_loss" 17358 max_iter 100000.0 17358 n_iter_no_change 5 17358 penalty "l2" 17358 power_t 0.8 17358 random_state 28621 17358 shuffle true 17358 tol 0.1 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 21756976 description https://api.openml.org/data/download/21756976/description.xml -1 21756977 predictions https://api.openml.org/data/download/21756977/predictions.arff mean_absolute_error 12307652878.985315 mean_prior_absolute_error 39.31385811848506 number_of_instances 303 relative_absolute_error 313061436.04355013 root_mean_prior_squared_error 51.69140647264891 root_mean_squared_error 17823573875.112186 root_relative_squared_error 344807291.79893845 mean_absolute_error 9127098655.536808 mean_absolute_error 14622464751.593428 mean_absolute_error 20224391432.926132 mean_absolute_error 992273001.6759694 mean_absolute_error 18505013980.23834 mean_absolute_error 9550175792.927883 mean_absolute_error 4600900041.047806 mean_absolute_error 5811876446.519802 mean_absolute_error 17862550988.44337 mean_absolute_error 21544750492.173668 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 265691176.68292853 relative_absolute_error 316937828.9091268 relative_absolute_error 417392192.8448468 relative_absolute_error 26958379.541081417 relative_absolute_error 517338601.9830059 relative_absolute_error 268554655.2010792 relative_absolute_error 113037810.7516124 relative_absolute_error 147990534.2534498 relative_absolute_error 386375853.04813963 relative_absolute_error 730706567.023206 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 11657787902.81088 root_mean_squared_error 19573608717.89983 root_mean_squared_error 25155319342.849648 root_mean_squared_error 1282151584.8499308 root_mean_squared_error 22773096557.77322 root_mean_squared_error 11195021998.915228 root_mean_squared_error 5957313955.969002 root_mean_squared_error 7712670812.028609 root_mean_squared_error 22685241351.82486 root_mean_squared_error 27625534298.6325 root_relative_squared_error 263448466.4716567 root_relative_squared_error 350030847.45494807 root_relative_squared_error 340142161.0321458 root_relative_squared_error 25236301.131573185 root_relative_squared_error 523965710.79455316 root_relative_squared_error 273984998.1692116 root_relative_squared_error 115435276.70151277 root_relative_squared_error 158744153.66001254 root_relative_squared_error 383189892.1706503 root_relative_squared_error 735067192.4936732 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 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 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