9905820 6892 Scikit-learn Bot 34536 Supervised Classification 8834 sklearn.pipeline.Pipeline(columntransformer=sklearn.compose._column_transformer.ColumnTransformer(numeric=sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer,standardscaler=sklearn.preprocessing.data.StandardScaler),nominal=sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute.SimpleImputer,onehotencoder=sklearn.preprocessing._encoders.OneHotEncoder)),variancethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,gradientboostingclassifier=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier)(1) 7835213 Associated dataset does not have quality (default evaluation engine): NumberOfInstances memory null 8834 n_jobs null 8835 remainder "passthrough" 8835 sparse_threshold 0.3 8835 transformer_weights null 8835 memory null 8836 axis 0 8837 copy true 8837 missing_values "NaN" 8837 strategy "median" 8837 verbose 0 8837 copy true 8838 with_mean true 8838 with_std true 8838 memory null 8839 copy true 8840 fill_value -1 8840 missing_values NaN 8840 strategy "constant" 8840 verbose 0 8840 categorical_features null 8841 categories null 8841 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 8841 handle_unknown "ignore" 8841 n_values null 8841 sparse true 8841 threshold 0.0 8842 criterion "mae" 8843 init null 8843 learning_rate 0.01699628995455649 8843 loss "deviance" 8843 max_depth 9 8843 max_features 0.983149774286506 8843 max_leaf_nodes null 8843 min_impurity_decrease 0.8725224958930899 8843 min_impurity_split null 8843 min_samples_leaf 18 8843 min_samples_split 17 8843 min_weight_fraction_leaf 0.21253181001342575 8843 n_estimators 122 8843 n_iter_no_change 35 8843 presort "auto" 8843 random_state 19342 8843 subsample 0.654807305531319 8843 tol 7.128202904077585e-05 8843 validation_fraction 0.336804452283193 8843 verbose 0 8843 warm_start false 8843 openml-python Sklearn_0.20.1. 1176 Internet-Advertisements https://www.openml.org/data/download/116567/phpCzcrGG -1 20732096 description https://api.openml.org/data/download/20732096/description.xml -1 20732097 predictions https://api.openml.org/data/download/20732097/predictions.arff