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  1. fetch_file — scikit-learn 1.7.2 documenta...

    delay = 1 ) [source] # Fetch a file from...re-downloading. Added in version 1.6. Parameters : url str URL of...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_file.html
    Fri Dec 05 17:52:54 GMT 2025
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  2. BaggingRegressor — scikit-learn 1.7.2 doc...

    max_samples = 1.0 , max_features = 1.0 , bootstrap = True...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingRegressor.html
    Fri Dec 05 17:52:54 GMT 2025
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  3. ARDRegression — scikit-learn 1.7.2 docume...

    [ 1 , 1 ], [ 2 , 2 ]], [ 0 , 1 , 2 ]) ARDRegression()...>>> clf . predict ([[ 1 , 1 ]]) array([1.]) Comparing Linear Bayesian...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.ARDRegression.html
    Fri Dec 05 17:52:54 GMT 2025
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  4. fetch_openml — scikit-learn 1.7.2 documen...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...Added in version 1.2. Changed in version 1.4: The default value...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_openml.html
    Fri Dec 05 17:52:55 GMT 2025
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  5. f_classif — scikit-learn 1.7.2 documentation

    n_clusters_per_class = 1 , ... shuffle = False , random_state...f_statistic array([2.21e+02, 7.02e-01, 1.70e+00, 9.31e-01, 5.41e+00, 3.25e-01,...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_classif.html
    Fri Dec 05 17:52:54 GMT 2025
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  6. HashingVectorizer — scikit-learn 1.7.2 do...

    ngram_range of (1, 1) means only unigrams, (1, 2) means unigrams...\\w\\w+\\b' , ngram_range=(1 , 1) , analyzer='word' , n_features=1048576...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.HashingVectorizer.html
    Fri Dec 05 17:52:54 GMT 2025
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  7. auc — scikit-learn 1.7.2 documentation

    array ([ 1 , 1 , 2 , 2 ]) >>> y_score...y_score = np . array ([ 0.1 , 0.4 , 0.35 , 0.8 ]) >>> fpr...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html
    Fri Dec 05 17:52:55 GMT 2025
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  8. 2.3. Clustering — scikit-learn 1.7.2 docu...

    1 , 1 , 1 ] >>> labels_pred = [ 0 , 0 , 1 , 1 , 2...0 , 1 , 1 , 1 ] >>> labels_pred = [ 0 , 0 , 1 , 1 , 2...
    scikit-learn.org/stable/modules/clustering.html
    Fri Dec 05 17:52:54 GMT 2025
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  9. 1.2. Linear and Quadratic Discriminant Analysis...

    equal to \(\frac{1}{n - 1} X_k^tX_k = \frac{1}{n - 1} V S^2 V^t\)...\frac{1}{(2\pi)^{d/2} |\Sigma_k|^{1/2}}\exp\left(-\frac{1}{2} (x-\mu_k)^t...
    scikit-learn.org/stable/modules/lda_qda.html
    Fri Dec 05 17:52:55 GMT 2025
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  10. DecisionBoundaryDisplay — scikit-learn 1....

    Added in version 1.1. Parameters : xx0 ndarray of...iris . data [:, 1 ] . min (), iris . data [:, 1 ] . max ()) ......
    scikit-learn.org/stable/modules/generated/sklearn.inspection.DecisionBoundaryDisplay.html
    Fri Dec 05 17:52:54 GMT 2025
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