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  1. 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
    Wed Sep 18 20:56:26 UTC 2024
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  2. 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
    Wed Sep 18 20:56:25 UTC 2024
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  3. 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
    Wed Sep 18 20:56:25 UTC 2024
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  4. 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
    Wed Sep 18 20:56:23 UTC 2024
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  5. IsolationForest — scikit-learn 1.5.2 documentation

    2: base_estimator_ was renamed to...each tree is set to ceil(log_2(n)) where \(n\) is the number...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html
    Wed Sep 18 20:56:26 UTC 2024
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  6. 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
    Wed Sep 18 20:56:23 UTC 2024
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  7. SparseCoder — scikit-learn 1.5.2 documentation

    2 ], ... [ 1 , 1 , 1 ], ... [ 0 , 1 , 1 ], ... [ 0 , 2 , 1...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparseCoder.html
    Wed Sep 18 20:56:23 UTC 2024
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  8. 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
    Wed Sep 18 20:56:25 UTC 2024
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  9. 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
    Wed Sep 18 20:56:23 UTC 2024
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  10. 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
    Wed Sep 18 20:56:25 UTC 2024
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