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  1. 1.9. Naive Bayes — scikit-learn 1.8.0 doc...

    famously document classification and spam filtering....the summations are over all documents \(j\) not in class \(c\) ,...
    scikit-learn.org/stable/modules/naive_bayes.html
    Mon Jan 26 11:09:12 GMT 2026
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  2. Sample pipeline for text feature extraction and...

    one to document frequencies, as if an extra document was seen...one to document frequencies, as if an extra document was seen...
    scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_text_feature_extraction.html
    Mon Jan 26 11:09:12 GMT 2026
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  3. IsolationForest example — scikit-learn 1....

    Documentation for IsolationForest i Fitted...nbviewer.org. IsolationForest ? Documentation for IsolationForest i Fitted...
    scikit-learn.org/stable/auto_examples/ensemble/plot_isolation_forest.html
    Mon Jan 26 11:09:12 GMT 2026
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  4. GridSearchCV — scikit-learn 1.8.0 documen...

    best_estimator_ is defined (see the documentation for the refit parameter...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html
    Mon Jan 26 11:09:17 GMT 2026
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  5. Prediction Latency — scikit-learn 1.8.0 d...

    text documents Out-of-core classification of text documents Normal,...
    scikit-learn.org/stable/auto_examples/applications/plot_prediction_latency.html
    Mon Jan 26 11:09:12 GMT 2026
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  6. Release Highlights for scikit-learn 1.1 —...

    Documentation for Pipeline i Fitted Parameters...columntransformer: ColumnTransformer ? Documentation for columntransformer: ColumnTransformer...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_1_0.html
    Mon Jan 26 11:09:14 GMT 2026
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  7. Release Highlights for scikit-learn 0.24 &#8212...

    Documentation for SelfTrainingClassifi...probability=True) SVC ? Documentation for SVC Parameters C C:...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_24_0.html
    Mon Jan 26 11:09:14 GMT 2026
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  8. Faces dataset decompositions — scikit-lea...

    decomposition (see the documentation chapter Decomposing signals...
    scikit-learn.org/stable/auto_examples/decomposition/plot_faces_decomposition.html
    Mon Jan 26 11:09:14 GMT 2026
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  9. Pipeline ANOVA SVM — scikit-learn 1.8.0 d...

    Documentation for Pipeline i Fitted Parameters...completed. False SelectKBest ? Documentation for SelectKBest Parameters...
    scikit-learn.org/stable/auto_examples/feature_selection/plot_feature_selection_pipeline.html
    Mon Jan 26 11:09:17 GMT 2026
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  10. Version 0.16 — scikit-learn 1.8.0 documen...

    Documentation improvements # Added example...heterogeneous input. By Matt Terry Documentation on scorers was improved,...
    scikit-learn.org/stable/whats_new/v0.16.html
    Mon Jan 26 11:09:14 GMT 2026
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