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  1. Introducing the set_output API — scikit-l...

    0 2.0 3.5 1.0 1 4.9 3.0 1.4 0.2 8 4.4 2.9 1.4 0.2 93 5.0...5.0 2.3 3.3 1.0 106 4.9 2.5 4.5 1.7 To configure an estimator such...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html
    Sun Nov 23 04:34:54 GMT 2025
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  2. Successive Halving Iterations — scikit-le...

    "min_samples_split" : randint ( 2 , 11 ), "bootstrap"...param_distributions = param_dist , factor = 2 , random_state = rng ) rsh . fit...
    scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_iterations.html
    Sun Nov 23 04:34:54 GMT 2025
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  3. FeatureHasher and DictVectorizer Comparison &#8...

    'is': 2, 'one': 2, 'example': 1,...FeatureHasher is 2**20. Here we set n_features = 2**18 to illustrate...
    scikit-learn.org/stable/auto_examples/text/plot_hashing_vs_dict_vectorizer.html
    Sun Nov 23 04:34:54 GMT 2025
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  4. 1.16. Probability calibration — scikit-le...

    reliability diagrams (Wilks 1995 [ 2 ] ), compare how well the probabilistic...in this dataset which contains 2 redundant features. RandomForestClassifi...
    scikit-learn.org/stable/modules/calibration.html
    Sun Nov 23 04:34:54 GMT 2025
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  5. SVM: Weighted samples — scikit-learn 1.7....

    n_features = 2 , n_informative = 2 , n_redundant = 0 ,..., axes = plt . subplots ( 1 , 2 , figsize = ( 14 , 6 )) plot_decision_function...
    scikit-learn.org/stable/auto_examples/svm/plot_weighted_samples.html
    Sun Nov 23 04:34:55 GMT 2025
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  6. 4. Metadata Routing — scikit-learn 1.7.2 ...

    2 , size = n_samples ) >>>...of its underlying objects. 4.1.2. Weighted scoring and unweighted...
    scikit-learn.org/stable/metadata_routing.html
    Sun Nov 23 04:34:54 GMT 2025
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  7. Underfitting vs. Overfitting — scikit-lea...

    ylim (( - 2 , 2 )) plt . legend ( loc = "best"...
    scikit-learn.org/stable/auto_examples/model_selection/plot_underfitting_overfitting.html
    Sun Nov 23 04:34:54 GMT 2025
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  8. MLPClassifier — scikit-learn 1.7.2 docume...

    array-like of shape(n_layers - 2,), default=(100,) The ith element...
    scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPClassifier.html
    Sun Nov 23 04:34:54 GMT 2025
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  9. Shield Reference for 2.x and 1.x | Elastic

    for 2.x and 1.x: 2.3 Shield Reference for 2.x and 1.x: 2.2 Shield...for 2.x and 1.x: 2.1 Shield Reference for 2.x and 1.x: 2.0 Shield...
    www.elastic.co/guide/en/shield/index.html
    Mon Oct 20 16:33:02 GMT 2025
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  10. Watcher Reference for 2.x and 1.x | Elastic

    for 2.x and 1.x: 2.3 Watcher Reference for 2.x and 1.x: 2.2 Watcher...for 2.x and 1.x: 2.1 Watcher Reference for 2.x and 1.x: 2.0 Watcher...
    www.elastic.co/guide/en/watcher/index.html
    Mon Oct 20 16:33:02 GMT 2025
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