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root_mean_squared_error — scikit-learn 1.5.2 do...
2 , 7 ] >>> y_pred = [ 2.5 , 0.0 , 2 , 8 ] >>> r...]] >>> y_pred = [[ 0 , 2 ],[ - 1 , 2 ],[ 8 , - 5 ]] >>> root_mean_squared_error...scikit-learn.org/stable/modules/generated/sklearn.metrics.root_mean_squared_error.html -
ColumnTransformer — scikit-learn 1.5.2 document...
slice ( 2 , 4 ))]) >>> X = np . array ([[ 0. , 1. , 2. , 2. ], ......scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Release Highlights...scikit-learn.org/stable/modules/generated/sklearn.compose.ColumnTransformer.html -
lasso_path — scikit-learn 1.5.2 documentation
is: ( 1 / ( 2 * n_samples )) * || y - Xw ||^ 2_2 + alpha * ||...it is: ( 1 / ( 2 * n_samples )) * || Y - XW ||^ 2 _Fro + alpha...scikit-learn.org/stable/modules/generated/sklearn.linear_model.lasso_path.html -
load_breast_cancer — scikit-learn 1.5.2 documen...
Classes 2 Samples per class 212(M),357(B)...target_names ndarray of shape (2,) The names of target classes....scikit-learn.org/stable/modules/generated/sklearn.datasets.load_breast_cancer.html -
IsolationForest — scikit-learn 1.5.2 documentation
scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html -
1.10. Decision Trees — scikit-learn 1.5.2 docum...
[ 2 , 2 ]] >>> y = [ 0.5 , 2.5 ] >>> clf = tree...samples: >>> clf . predict ([[ 2. , 2. ]]) array([1]) In case that...scikit-learn.org/stable/modules/tree.html -
SparseCoder — scikit-learn 1.5.2 documentation
scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparseCoder.html -
FastICA — scikit-learn 1.5.2 documentation
( 3 * x ** 2 ) . mean ( axis =- 1 ) fun_args...n_features . Added in version 1.2. random_state int, RandomState...scikit-learn.org/stable/modules/generated/sklearn.decomposition.FastICA.html -
cross_val_score — scikit-learn 1.5.2 documentation
pre_dispatch = '2*n_jobs' , error_score = nan )...pre_dispatch int or str, default=’2*n_jobs’ Controls the number of...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_score.html -
cross_val_predict — scikit-learn 1.5.2 document...
pre_dispatch = '2*n_jobs' , method = 'predict' )...pre_dispatch int or str, default=’2*n_jobs’ Controls the number of...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_predict.html