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  1. make_multilabel_classification — scikit-learn 1...

    Multinomial(theta) pick the document length: k ~ Poisson(length)...than n_classes , and that the document length is never zero. Likewise,...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_multilabel_classification.html
    Mon Jul 07 14:36:32 UTC 2025
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  2. chi2 — scikit-learn 1.7.0 documentation

    term counts in document classification), relative...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.chi2.html
    Mon Jul 07 14:36:35 UTC 2025
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  3. 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
    Mon Jul 07 14:36:32 UTC 2025
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  4. LogisticRegression — scikit-learn 1.7.0 documen...

    liblinear in the narrative documentation. References L-BFGS-B – Software...https://hal.inria.fr/hal-00860051/document SAGA – Defazio, A., Bach F....
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html
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  5. 2.5. Decomposing signals in components (matrix ...

    collection of \(D\) documents. A document is a sequence of \(N\)...solver: scipy.linalg.eigh documentation randomized solver: Algorithm...
    scikit-learn.org/stable/modules/decomposition.html
    Mon Jul 07 14:36:32 UTC 2025
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  6. 1.12. Multiclass and multioutput algorithms — s...

    relevant to a text document or video. The document or video may be...the relevant estimator documentation. Below is an example of...
    scikit-learn.org/stable/modules/multiclass.html
    Mon Jul 07 14:36:35 UTC 2025
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  7. Contributing — scikit-learn 1.7.0 documentation

    commented and documented , and make sure the documentation renders...build the documentation, please refer to our Documentation guidelines....
    scikit-learn.org/stable/developers/contributing.html
    Mon Jul 07 14:36:34 UTC 2025
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  8. Clustering text documents using k-means — sciki...

    ) } documents - { true_k } categories" ) 3387 documents - 4 categories...plot_document_clustering.py Download zipped: plot_document_clustering.zip...
    scikit-learn.org/stable/auto_examples/text/plot_document_clustering.html
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  9. Classification of text documents using sparse f...

    ) 2034 documents - 3.98MB (training set) 1353 documents - 2.87MB...text documents using k-means Clustering text documents using...
    scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html
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  10. 2.3. Clustering — scikit-learn 1.7.0 documentation

    Clustering text documents using k-means : Document clustering using...Clustering text documents using k-means : Document clustering using...
    scikit-learn.org/stable/modules/clustering.html
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