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  1. make_low_rank_matrix — scikit-learn 1.7.0 docum...

    faces TF-IDF vectors of text documents crawled from the web Read...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_low_rank_matrix.html
    Thu Jul 03 11:42:05 UTC 2025
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  2. Multilabel classification — scikit-learn 1.7.0 ...

    example simulates a multi-label document classification problem. The...Multinomial(theta) pick the document length: k ~ Poisson(length)...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_multilabel.html
    Thu Jul 03 11:42:06 UTC 2025
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  3. Statistical comparison of models using grid sea...

    Documentation for GridSearchCV i Fitted...SVC(random_state=0) SVC ? Documentation for SVC Parameters C 1.0...
    scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_stats.html
    Thu Jul 03 11:42:05 UTC 2025
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  4. Release Highlights for scikit-learn 0.23 — scik...

    Documentation for Pipeline i Not fitted...columntransformer: ColumnTransformer ? Documentation for columntransformer: ColumnTransformer...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_23_0.html
    Thu Jul 03 11:42:06 UTC 2025
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  5. Metadata Routing — scikit-learn 1.7.0 documenta...

    Binder Metadata Routing # This document shows how you can use the...better understand the following document, we need to introduce two...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_metadata_routing.html
    Thu Jul 03 11:42:06 UTC 2025
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  6. Post-tuning the decision threshold for cost-sen...

    Documentation for HistGradientBoosting...TunedThresholdClassi ? Documentation for TunedThresholdClassi...
    scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html
    Thu Jul 03 11:42:05 UTC 2025
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  7. 3.4. Metrics and scoring: quantifying the quali...

    estimator can be found in its documentation. Scoring parameter : Model-evaluation...See Classification of text documents using sparse features for...
    scikit-learn.org/stable/modules/model_evaluation.html
    Thu Jul 03 11:42:05 UTC 2025
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  8. fetch_20newsgroups_vectorized — scikit-learn 1....

    normalizes each document’s feature vector to unit norm...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups_vectorized.html
    Thu Jul 03 11:42:05 UTC 2025
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  9. Column Transformer with Mixed Types — scikit-le...

    Documentation for Pipeline i Fitted Parameters...preprocessor: ColumnTransformer ? Documentation for preprocessor: ColumnTransformer...
    scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html
    Thu Jul 03 11:42:05 UTC 2025
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  10. Demonstrating the different strategies of KBins...

    This example presents the different strategies implemented in KBinsDiscretizer: ‘uniform’: The discretization is uniform in each feature, which means that the bin widths are constant in each dimens...
    scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization_strategies.html
    Thu Jul 03 11:42:06 UTC 2025
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