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  1. Comparing Nearest Neighbors with and without Ne...

    StandardScaler n_neighbors = 1 dataset = datasets . load_iris.... scatter ( X [:, 0 ], X [:, 1 ], c = y , cmap = cmap_bold ,...
    scikit-learn.org/stable/auto_examples/neighbors/plot_nca_classification.html
    Mon Jan 26 11:09:14 GMT 2026
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  2. MLPClassifier — scikit-learn 1.8.0 docume...

    :]) array([1, 0, 1, 0, 1]) >>> clf . score...sigmoid function, returns f(x) = 1 / (1 + exp(-x)). ‘tanh’, the hyperbolic...
    scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPClassifier.html
    Mon Jan 26 11:09:14 GMT 2026
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  3. ClassifierChain — scikit-learn 1.8.0 docu...

    X_test ) array([[1., 1., 0.], [1., 0., 0.], [0., 1., 0.]]) >>>...order = [ 0 , 1 , 2 , ... , Y . shape [ 1 ] - 1 ] The order of...
    scikit-learn.org/stable/modules/generated/sklearn.multioutput.ClassifierChain.html
    Mon Jan 26 11:09:12 GMT 2026
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  4. TweedieRegressor — scikit-learn 1.8.0 doc...

    float64(1.600) >>> clf . predict ([[ 1 , 1 ], [ 3 ,...< 1 , no distribution exists. alpha float, default=1 Constant...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.TweedieRegressor.html
    Mon Jan 26 14:16:29 GMT 2026
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  5. SpringValidatorAdapter (Spring Framework 7.0.1 ...

    1.8 See Also: getArgumentsForConst(String,...
    docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/validation/beanvalid...
    Fri Feb 01 00:00:00 GMT 1980
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  6. AbstractPropertyResolver (Spring Framework 7.0....

    1 Author: Chris Beams, Juergen Hoeller,...
    docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/core/env/AbstractPro...
    Fri Feb 01 00:00:00 GMT 1980
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  7. Normal, Ledoit-Wolf and OAS Linear Discriminant...

    n_features_range = range ( 1 , n_features_max + 1 , step ) for n_features...n_samples = n_samples , n_features = 1 , centers = [[ - 2 ], [ 2 ]])...
    scikit-learn.org/stable/auto_examples/classification/plot_lda.html
    Mon Jan 26 11:09:14 GMT 2026
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  8. Version 0.23 — scikit-learn 1.8.0 documen...

    arguments n_classes < 1 OR length < 1 . #16006 by Rushabh Vasani...Bruno Charron . Version 0.23.1 # May 18 2020 Changelog # sklearn.cluster...
    scikit-learn.org/stable/whats_new/v0.23.html
    Mon Jan 26 11:09:12 GMT 2026
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  9. GradientBoostingRegressor — scikit-learn ...

    1 , n_estimators = 100 , subsample = 1.0 , criterion...in the range [1, inf) . subsample float, default=1.0 The fraction...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html
    Mon Jan 26 14:16:33 GMT 2026
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  10. RandomForestRegressor — scikit-learn 1.8....

    min_samples_leaf = 1 , min_weight_fraction_leaf = 0.0 , max_features = 1.0 ,...e.g. 0.3. Changed in version 1.1: The default of max_features...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html
    Mon Jan 26 14:16:30 GMT 2026
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