10417408 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) 8254481 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 0.0009762127131681546 17358 average false 17358 early_stopping true 17358 epsilon 0.1 17358 eta0 0.1 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 0.7027899866072586 17358 random_state 49345 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 21756956 description https://api.openml.org/data/download/21756956/description.xml -1 21756957 predictions https://api.openml.org/data/download/21756957/predictions.arff mean_absolute_error 7850314566702.316 mean_prior_absolute_error 39.31385811848506 number_of_instances 303 relative_absolute_error 199683138272.58694 root_mean_prior_squared_error 51.69140647264891 root_mean_squared_error 8455484970463.019 root_relative_squared_error 163576221802.6899 mean_absolute_error 11895264482076.621 mean_absolute_error 8293756152549.382 mean_absolute_error 9583945279633.182 mean_absolute_error 11601506037936.455 mean_absolute_error 5734534712251.969 mean_absolute_error 3498987926751.2456 mean_absolute_error 5427567237966.813 mean_absolute_error 4613114067074.697 mean_absolute_error 8618208861289.094 mean_absolute_error 9028860169021.889 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 346272888732.31775 relative_absolute_error 179764842189.43124 relative_absolute_error 197794032499.71317 relative_absolute_error 315193301128.4035 relative_absolute_error 160318504715.94418 relative_absolute_error 98392900465.48314 relative_absolute_error 133347891241.56271 relative_absolute_error 117465885870.18115 relative_absolute_error 186416139703.7832 relative_absolute_error 306220646214.2661 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 12006983954540.045 root_mean_squared_error 8328883616825.59 root_mean_squared_error 9609704004706.574 root_mean_squared_error 11666569383077.008 root_mean_squared_error 5797426189811.831 root_mean_squared_error 3605728165133.445 root_mean_squared_error 5462576671141.033 root_mean_squared_error 5177877846523.433 root_mean_squared_error 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