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  1. 1.13. Feature selection — scikit-learn 1.7.2 do...

    the best features based on univariate statistical tests. It can...we can use a F-test to retrieve the two best features for a dataset...
    scikit-learn.org/stable/modules/feature_selection.html
    Fri Sep 12 13:34:55 UTC 2025
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  2. Comparing Nearest Neighbors with and without Ne...

    X_test , y_train , y_test = train_test_split ( X ,...score = clf . score ( X_test , y_test ) _ , ax = plt . subplots...
    scikit-learn.org/stable/auto_examples/neighbors/plot_nca_classification.html
    Fri Sep 12 13:34:55 UTC 2025
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  3. 利用方法

    (dbflute:outside-sql-test) dbflute:outside-sql-test ゴールを実行すると、DBFlute...outside-sql-test.[sh|bat] が実行されます。 outside-sql-test については、DBFlute...
    dbflute.seasar.org/maven/plugin/ja/usage.html
    Tue Aug 12 02:41:09 UTC 2025
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  4. 概要

    outside-sql-test : outside-sql-test.[sh|bat]を実行します。 replace-schema...jdbc generate doc outside-sql-test replace-schema sql2entity manage...
    dbflute.seasar.org/maven/plugin/ja/index.html
    Tue Aug 12 02:41:09 UTC 2025
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  5. ハンズオンセクション 12 | DBFlute

    でなくてもいいが、できるだけ効率よく 対応テストメソッド test_selectDreamOrderList_その通りの順序で検索されていること()...会員名称と会員アカウントを連結して部分一致させて、会員を検索 対応テストメソッド test_selectDreamLikeSearc_その通りの条件で検索されていること()...
    dbflute.seasar.org/ja/tutorial/handson/section12.html
    Tue Aug 12 02:41:09 UTC 2025
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  6. 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
    Fri Sep 12 13:34:56 UTC 2025
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  7. 7.3. Preprocessing data — scikit-learn 1.7.2 do...

    X_test , y_train , y_test = train_test_split ( X ,...score ( X_test , y_test ) # apply scaling on testing data, without...
    scikit-learn.org/stable/modules/preprocessing.html
    Fri Sep 12 13:34:55 UTC 2025
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  8. Detection error tradeoff (DET) curve — scikit-l...

    X_test , y_train , y_test = train_test_split ( X ,...definitions: \(\text{FPR} = \frac{\text{FP}}{\text{FP} + \text{TN}}\)...
    scikit-learn.org/stable/auto_examples/model_selection/plot_det.html
    Fri Sep 12 13:34:56 UTC 2025
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  9. f_regression — scikit-learn 1.7.2 documentation

    Comparison of F-test and mutual information Comparison of F-test and mutual...Univariate linear regression tests returning F-statistic and p-values....
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_regression.html
    Fri Sep 12 13:34:49 UTC 2025
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  10. KNeighborsClassifier — scikit-learn 1.7.2 docum...

    or None Test samples. If None , predictions...probability estimates for the test data X. Parameters : X {array-like,...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsClassifier.html
    Fri Sep 12 13:34:53 UTC 2025
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  11. Curve Fitting with Bayesian Ridge Regression — ...

    increasing = True ) X_test = np . vander ( x_test , n_order + 1 , increasing...predict ( X_test , return_std = True ) ax . plot ( x_test , func (...
    scikit-learn.org/stable/auto_examples/linear_model/plot_bayesian_ridge_curvefit.html
    Fri Sep 12 13:34:56 UTC 2025
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  12. ElasticNet — scikit-learn 1.7.2 documentation

    coefficient of determination on test data. The coefficient of determination,...shape (n_samples, n_features) Test samples. For some estimators...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNet.html
    Fri Sep 12 13:34:55 UTC 2025
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  13. Restricted Boltzmann Machine features for digit...

    X_test , Y_train , Y_test = train_test_split ( X ,...sklearn.model_selection import train_test_split from sklearn.preprocessing...
    scikit-learn.org/stable/auto_examples/neural_networks/plot_rbm_logistic_classification.html
    Fri Sep 12 13:34:56 UTC 2025
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  14. DBFluteのEclipseコード補完 | LastaFlute

    UTFluteのテストメソッドを補完 (_test) _test (TEST) e.g. UTFluteのテストメソッドを補完 @Java _test .......addOrderBy_${columnName} _test UTFlute, testメソッド補完、Arrange,Act,Assert付き...
    dbflute.seasar.org/ja/tutorial/eclipse/dfclipsecomp.html
    Tue Aug 12 02:41:09 UTC 2025
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  15. Robust linear estimator fitting — scikit-learn ...

    sin ( X_test ) X_test = X_test [:, np . newaxis ] y_errors...newaxis ] X_test = np . random . normal ( size = 200 ) y_test = np ....
    scikit-learn.org/stable/auto_examples/linear_model/plot_robust_fit.html
    Fri Sep 12 13:34:56 UTC 2025
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  16. Version 1.0 — scikit-learn 1.7.2 documentation

    'mean_test_score' 'std_test_score' , and 'split(k)_test_score'...Change utils._testing.assert_warns and utils._testing.assert_warns_message...
    scikit-learn.org/stable/whats_new/v1.0.html
    Fri Sep 12 13:34:53 UTC 2025
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  17. maxabs_scale — scikit-learn 1.7.2 documentation

    splitting into training and test sets. This will bias the model...information would have leaked from the test set to the training set. In...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.maxabs_scale.html
    Fri Sep 12 13:34:53 UTC 2025
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  18. SelectFpr — scikit-learn 1.7.2 documentation

    a FPR test. FPR test stands for False Positive Rate test. It controls...simple estimators as well as on nested objects (such as Pipeline )....
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFpr.html
    Fri Sep 12 13:34:53 UTC 2025
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  19. ハンズオンセクション 2 | DBFlute

    Eclipse _test ※ドキュメント上の説明は、こちらをベースに書いています IntelliJ _utest _test と打って...HandsOn02Test クラスを src/test/java (Testクラス置き場) に作成してください。 このクラスは...
    dbflute.seasar.org/ja/tutorial/handson/section02.html
    Tue Aug 12 02:41:09 UTC 2025
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  20. Gaussian processes on discrete data structures ...

    ) X_test = [ "AAA" , "ATAG" , "CTC" , "CT" , "C" ] Y_test = [...len ( X_test )), [ 1.0 if c else - 1.0 for c in Y_test ], s =...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_on_structured_data.html
    Fri Sep 12 13:34:50 UTC 2025
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