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  1. RegisteredBean.InstantiationDescriptor (Spring ...

    1.7 Author: Phillip Webb, Stephane...
    docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/beans/factory/suppor...
    Fri Feb 01 00:00:00 UTC 1980
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  2. Outlier detection on a real data set — scikit-l...

    EllipticEnvelope ( support_fraction = 1.0 , contamination = 0.25 ), "Robust...= load_wine ()[ "data" ][:, [ 1 , 2 ]] # two clusters fig , ax...
    scikit-learn.org/stable/auto_examples/applications/plot_outlier_detection_wine.html
    Tue Mar 17 03:44:38 UTC 2026
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  3. Custom refit strategy of a grid search with cro...

    precision: 1.000 (±0.000), recall: 0.854 (±0.063), for {'C': 1, 'gamma':...precision: 1.000 (±0.000), recall: 0.257 (±0.061), for {'C': 1, 'gamma':...
    scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html
    Tue Mar 17 03:44:36 UTC 2026
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  4. Sample pipeline for text feature extraction and...

    array([1.e-06, 1.e-05, 1.e-04, 1.e-03, 1.e-02, 1.e-01, 1.e+00,...1.e+00, 1.e+01, 1.e+02, 1.e+03, 1.e+04, 1.e+05, 1.e+06]), 'vect__max_df':...
    scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_text_feature_extraction.html
    Tue Mar 17 03:44:38 UTC 2026
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  5. 7.8. Pairwise metrics, Affinities and Kernels —...

    for choosing gamma is 1 / num_features S = 1. / (D / np.max(D))...>>> Y = np . array ([[ 1 , 0 ], [ 2 , 1 ]]) >>> pairwise_distances...
    scikit-learn.org/stable/modules/metrics.html
    Tue Mar 17 03:44:36 UTC 2026
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  6. Gaussian process classification (GPC) on iris d...

    y ) kernel = 1.0 * RBF ([ 1.0 , 1.0 ]) gpc_rbf_anisotropic...() - 1 , X [:, 0 ] . max () + 1 y_min , y_max = X [:, 1 ] . min...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_iris.html
    Tue Mar 17 03:44:36 UTC 2026
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  7. 2.7. Novelty and Outlier Detection — scikit-lea...

    array ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [...Inliers are labeled 1, while outliers are labeled -1. The predict method...
    scikit-learn.org/stable/modules/outlier_detection.html
    Tue Mar 17 03:44:39 UTC 2026
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  8. 2.5. Decomposing signals in components (matrix ...

    ([[ 1 , 0 ], [ 1 , 6.1 ], [ 1 , 0 ], [ 1 , 4 ], [ 3.2 , 1 ], [...array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...
    scikit-learn.org/stable/modules/decomposition.html
    Tue Mar 17 03:44:37 UTC 2026
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  9. Explicit feature map approximation for RBF kern...

    reshape ( - 1 , data . shape [ 1 ]) # title for the plots...y_max]. plt . subplot ( 1 , 3 , i + 1 ) Z = clf . predict ( flat_grid...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_approximation.html
    Tue Mar 17 03:44:39 UTC 2026
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  10. All Classes and Interfaces (Spring Framework 7....

    that supports versions 1.0, 1.1, and 1.2 of the STOMP specification....running JMS 1.0.2 API based code against a generic JMS 1.1 ConnectionFactory,...
    docs.spring.io/spring-framework/docs/current/javadoc-api/allclasses-index.html
    Fri Feb 01 00:00:00 UTC 1980
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