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  1. fetch_lfw_pairs — scikit-learn 1.7.2 documentation

    Added in version 1.5. delay float, default=1.0 Number of seconds...True , n_retries = 3 , delay = 1.0 ) [source] # Load the Labeled...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_lfw_pairs.html
    Wed Sep 17 19:58:00 UTC 2025
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  2. zero_one_loss — scikit-learn 1.7.2 documentation

    1 ], [ 1 , 1 ]]), np . ones (( 2 , 2...zero_one_loss >>> y_pred = [ 1 , 2 , 3 , 4 ] >>> y_true = [ 2...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.zero_one_loss.html
    Wed Sep 17 19:57:59 UTC 2025
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  3. Dimensionality Reduction with Neighborhood Comp...

    subplot(1, 3, i + 1, aspect=1) # Fit the method's...X_embedded [:, 0 ], X_embedded [:, 1 ], c = y , s = 30 , cmap = "Set1"...
    scikit-learn.org/stable/auto_examples/neighbors/plot_nca_dim_reduction.html
    Wed Sep 17 19:57:59 UTC 2025
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  4. Using KBinsDiscretizer to discretize continuous...

    reshape ( - 1 , 1 ) # transform the dataset with...endpoint = False ) . reshape ( - 1 , 1 ) reg = LinearRegression ()...
    scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization.html
    Wed Sep 17 19:57:58 UTC 2025
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  5. apache-maven-fluido-1.3.0.min.css

    1);-moz-box-shadow:0 1px 3px rgba(0,0,0,0.1);box-shadow:0...r-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);border-color:#e6e6e6...
    dbflute.seasar.org/maven/plugin/css/apache-maven-fluido-1.3.0.min.css
    Mon Sep 15 10:51:18 UTC 2025
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  6. load_svmlight_file — scikit-learn 1.7.2 documen...

    length=-1 ) [source] # Load datasets in...binary mode. Changed in version 1.2: Path-like objects are now accepted....
    scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_file.html
    Wed Sep 17 19:57:59 UTC 2025
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  7. Plotting Cross-Validated Predictions — scikit-l...

    ax = axs [ 1 ], random_state = 0 , ) axs [ 1 ] . set_title...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Gallery...
    scikit-learn.org/stable/auto_examples/model_selection/plot_cv_predict.html
    Wed Sep 17 19:57:58 UTC 2025
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  8. L1 Penalty and Sparsity in Logistic Regression ...

    axes_row ) in enumerate ( zip (( 1 , 0.1 , 0.01 ), axes )): # Increase...of the models for varying C. C=1.00 Sparsity with L1 penalty: 4.69%...
    scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_l1_l2_sparsity.html
    Wed Sep 17 19:57:59 UTC 2025
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  9. 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
    Wed Sep 17 19:58:00 UTC 2025
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  10. Segmenting the picture of greek coins in region...

    1.51s Spectral clustering: discretize, 1.39s Spectral...the # actual image. For beta=1, the segmentation is close to...
    scikit-learn.org/stable/auto_examples/cluster/plot_coin_segmentation.html
    Wed Sep 17 19:58:00 UTC 2025
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