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  1. Kernel PCA — scikit-learn 1.5.0 documentation

    X_test , y_train , y_test = train_test_split ( X ,..."Training data" ) test_ax . scatter ( X_test [:, 0 ], X_test [:, 1 ],...
    scikit-learn.org/stable/auto_examples/decomposition/plot_kernel_pca.html
    Sat May 25 13:41:03 UTC 2024
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  2. 10. Common pitfalls and recommended practices —...

    X_test , y_train , y_test = train_test_split ( ......X_train , X_test , y_train , y_test = train_test_split ( ......
    scikit-learn.org/stable/common_pitfalls.html
    Sat May 25 13:41:02 UTC 2024
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  3. Post-tuning the decision threshold for cost-sen...

    import train_test_split X_train , X_test , y_train , y_test = train_test_split...model , X_test , y_test ), scoring [ "tpr" ]( model , X_test , y_test...
    scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html
    Sat May 25 13:41:03 UTC 2024
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  4. Statistical comparison of models using grid sea...

    "rank_test_score" , "mean_test_score" , "std_test_score" ]]...params rank_test_score mean_test_score std_test_score kernel...
    scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_stats.html
    Sat May 25 13:41:02 UTC 2024
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  5. PredefinedSplit — scikit-learn 1.5.0 documentation

    Provides train/test indices to split data into train/test sets using...The entry test_fold[i] represents the index of the test set that...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.PredefinedSplit.html
    Sat May 25 13:41:03 UTC 2024
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  6. LearningCurveDisplay — scikit-learn 1.5.0 docum...

    test_scores = test_scores , score_name =...train_sizes , train_scores , test_scores , score_name = None )...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.LearningCurveDisplay.html
    Sat May 25 13:41:03 UTC 2024
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  7. Introducing the set_output API — scikit-learn 1...

    X_test , y_train , y_test = train_test_split ( X ,...X_train ) X_test_scaled = scaler . transform ( X_test ) X_test_scaled...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html
    Sat May 25 13:41:03 UTC 2024
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  8. Faces recognition example using eigenfaces and ...

    X_test , y_train , y_test = train_test_split ( X , y , test_size...set and a test and keep 25% of the data for testing. X_train ,...
    scikit-learn.org/stable/auto_examples/applications/plot_face_recognition.html
    Sat May 25 13:41:02 UTC 2024
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  9. Face completion with a multi-output estimators ...

    randint ( test . shape [ 0 ], size = ( n_faces ,)) test = test [ face_ids...2 :] X_test = test [:, : ( n_pixels + 1 ) // 2 ] y_test = test...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_multioutput_face_completion.html
    Sat May 25 13:41:02 UTC 2024
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  10. 7.2. Real world datasets — scikit-learn 1.5.0 d...

    newsgroups_test = fetch_20newsgroups ( subset = 'test' , ... categories...vectors_test = vectorizer . transform ( newsgroups_test . data...
    scikit-learn.org/stable/datasets/real_world.html
    Sat May 25 13:41:03 UTC 2024
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