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  1. Pipeline — scikit-learn 1.8.0 documentation

    Gallery examples: Feature agglomeration vs. univariate selection Column Transformer with Heterogeneous Data Sources Column Transformer with Mixed Types Selecting dimensionality reduction with Pipel...
    scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html
    Mon Jan 19 11:28:24 GMT 2026
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  2. BaggingClassifier — scikit-learn 1.8.0 do...

    Skip to main content Back to top Ctrl + K GitHub Choose version BaggingClassifier # class sklearn.ensemble. BaggingCl...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingClassifier.html
    Mon Jan 19 11:28:25 GMT 2026
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  3. cross_val_predict — scikit-learn 1.8.0 do...

    Gallery examples: Combine predictors using stacking Plotting Cross-Validated Predictions
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_predict.html
    Mon Jan 19 11:28:25 GMT 2026
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  4. GradientBoostingRegressor — scikit-learn ...

    Gallery examples: Model Complexity Influence Early stopping in Gradient Boosting Prediction Intervals for Gradient Boosting Regression Gradient Boosting regression Plot individual and voting regres...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html
    Mon Jan 19 11:28:23 GMT 2026
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  5. AdaBoostRegressor — scikit-learn 1.8.0 do...

    Gallery examples: Decision Tree Regression with AdaBoost
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostRegressor.html
    Mon Jan 19 11:28:23 GMT 2026
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  6. StackingClassifier — scikit-learn 1.8.0 d...

    Gallery examples: Release Highlights for scikit-learn 0.22
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingClassifier.html
    Mon Jan 19 11:28:25 GMT 2026
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  7. StackingRegressor — scikit-learn 1.8.0 do...

    Gallery examples: Combine predictors using stacking
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingRegressor.html
    Mon Jan 19 11:28:25 GMT 2026
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  8. permutation_importance — scikit-learn 1.8...

    Gallery examples: Feature importances with a forest of trees Gradient Boosting regression Permutation Importance vs Random Forest Feature Importance (MDI) Permutation Importance with Multicollinear...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.permutation_importance.html
    Mon Jan 19 11:28:25 GMT 2026
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  9. SimpleImputer — scikit-learn 1.8.0 docume...

    Gallery examples: Column Transformer with Mixed Types Combine predictors using stacking Imputing missing values with variants of IterativeImputer Imputing missing values before building an estimato...
    scikit-learn.org/stable/modules/generated/sklearn.impute.SimpleImputer.html
    Mon Jan 19 11:28:23 GMT 2026
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  10. PCA — scikit-learn 1.8.0 documentation

    Gallery examples: Image denoising using kernel PCA Faces recognition example using eigenfaces and SVMs A demo of K-Means clustering on the handwritten digits data Column Transformer with Heterogene...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html
    Mon Jan 19 11:28:24 GMT 2026
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