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  1. validation_curve — scikit-learn 1.7.1 documenta...

    print ( f "The average test accuracy is { test_scores . mean () :...curve. Determine training and test scores for varying parameter...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html
    Sat Aug 23 16:32:04 UTC 2025
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  2. Confusion matrix — scikit-learn 1.7.1 documenta...

    set and a test set X_train , X_test , y_train , y_test = train_test_split...from_estimator ( classifier , X_test , y_test , display_labels = class_names...
    scikit-learn.org/stable/auto_examples/model_selection/plot_confusion_matrix.html
    Sat Aug 23 16:32:04 UTC 2025
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  3. RBF SVM parameters — scikit-learn 1.7.1 documen...

    and just applying it on the test set. from sklearn.preprocessing...StratifiedShuffleSpl ( n_splits = 5 , test_size = 0.2 , random_state =...
    scikit-learn.org/stable/auto_examples/svm/plot_rbf_parameters.html
    Sat Aug 23 16:32:04 UTC 2025
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  4. 5.2. Permutation feature importance — scikit-le...

    model_selection import train_test_split >>> from sklearn.linear_model...X_val , y_train , y_val = train_test_split ( ... diabetes . data...
    scikit-learn.org/stable/modules/permutation_importance.html
    Sat Aug 23 16:32:04 UTC 2025
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  5. Effect of varying threshold for self-training —...

    train_index ] X_test = X [ test_index ] y_test = y [ test_index ] y_test_true...y_test_true = y_true [ test_index ] self_training_clf . fit (...
    scikit-learn.org/stable/auto_examples/semi_supervised/plot_self_training_varying_threshold.html
    Sat Aug 23 16:32:04 UTC 2025
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  6. Scalable learning with polynomial kernel approx...

    import train_test_split X_train , X_test , y_train , y_test = train_test_split...train_test_split ( X , y , train_size = 5_000 , test_size = 10_000...
    scikit-learn.org/stable/auto_examples/kernel_approximation/plot_scalable_poly_kernels.html
    Sat Aug 23 16:32:03 UTC 2025
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  7. Save the date and forge the future — Elastic{ON...

    skills or stay ahead of what's next? Whether you're a developer,...real-world lessons, and shape what's next — together, in person. ↓ we're...
    www.elastic.co/events/elasticon
    Mon Aug 25 00:09:01 UTC 2025
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  8. Beats Developer Guide [8.19] | Elastic

    Beats Contributing to the docs Testing Community Beats Defining field...Getting Ready Protocol Modules Testing Extending Metricbeat Overview...
    www.elastic.co/guide/en/beats/devguide/8.19/index.html
    Tue Jul 29 14:26:41 UTC 2025
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  9. LastaFlute移行 0.8.2 to 0.8.3 | LastaFlute

    [App]ActionDefTest にメソッドを二つ追加 test_injectedResourceDefi() と test_lastaPresentsSomethi()...test_lastaPresentsSomethi() の二つ。 test_injectedResourceDefi() @ResourceアノテーションによるDI定義のポリシーチェック...
    dbflute.seasar.org/ja/lastaflute/howto/upgrade/migration/lamig082to083.html
    Tue Aug 12 02:41:09 UTC 2025
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  10. Post-hoc tuning the cut-off point of decision f...

    value_counts () class tested_negative 500 tested_positive 268 Name:..."train_accuracy" , "test_accuracy" , "train_balanced_accuracy" , "test_balanced_accuracy"...
    scikit-learn.org/stable/auto_examples/model_selection/plot_tuned_decision_threshold.html
    Sat Aug 23 16:32:04 UTC 2025
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