10417375 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) 8254448 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 0.01 17358 average false 17358 early_stopping true 17358 epsilon 0.1 17358 eta0 0.001 17358 fit_intercept true 17358 l1_ratio 0.3 17358 learning_rate "invscaling" 17358 loss "squared_loss" 17358 max_iter 10.0 17358 n_iter_no_change 5 17358 penalty "l2" 17358 power_t 0.2 17358 random_state 21369 17358 shuffle true 17358 tol 1e-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 21756890 description https://api.openml.org/data/download/21756890/description.xml -1 21756891 predictions https://api.openml.org/data/download/21756891/predictions.arff mean_absolute_error 4607969556241.571 mean_prior_absolute_error 39.31385811848506 number_of_instances 303 relative_absolute_error 117209802771.17451 root_mean_prior_squared_error 51.69140647264891 root_mean_squared_error 4844891791315.534 root_relative_squared_error 93727219317.95522 mean_absolute_error 5817038553647.318 mean_absolute_error 2170552315239.7007 mean_absolute_error 5199949970241.589 mean_absolute_error 5733818792805.203 mean_absolute_error 4423916297151.668 mean_absolute_error 5968531961094.267 mean_absolute_error 5595439193141.599 mean_absolute_error 4109723155149.1436 mean_absolute_error 3627853931561.288 mean_absolute_error 3454083653370.5044 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 169334843027.13684 relative_absolute_error 47046113634.89761 relative_absolute_error 107316876651.68024 relative_absolute_error 155778160823.83426 relative_absolute_error 123677975866.56041 relative_absolute_error 167837438558.48788 relative_absolute_error 137472275194.75745 relative_absolute_error 104647807117.1816 relative_absolute_error 78472283071.3214 relative_absolute_error 117147869012.55473 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 5850532675949.629 root_mean_squared_error 2184694799286.9436 root_mean_squared_error 5507344677421.168 root_mean_squared_error 5757305890632.448 root_mean_squared_error 4447581528638.066 root_mean_squared_error 6027471818861.748 root_mean_squared_error 5640682864305.798 root_mean_squared_error 4140429316834.1533 root_mean_squared_error 3782602978929.8643 root_mean_squared_error 3592631093983.7505 root_relative_squared_error 132213235853.2284 root_relative_squared_error 39068450945.66072 root_relative_squared_error 74468548564.03954 root_relative_squared_error 113319756321.62592 root_relative_squared_error 102330406014.72937 root_relative_squared_error 147515284509.11765 root_relative_squared_error 109299894556.37303 root_relative_squared_error 85219370009.26723 root_relative_squared_error 63894194694.29262 root_relative_squared_error 95593635343.76361 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.625 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_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 usercpu_time_millis_testing 0 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