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CalibrationDisplay — scikit-learn 1.7.0 documen...
X_test , y_train , y_test = train_test_split ( ......X_train , X_test , y_train , y_test = train_test_split ( ......scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibrationDisplay.html -
ConfusionMatrixDisplay — scikit-learn 1.7.0 doc...
X_test , y_train , y_test = train_test_split ( X ,...X_train , X_test , y_train , y_test = train_test_split ( ......scikit-learn.org/stable/modules/generated/sklearn.metrics.ConfusionMatrixDisplay.html -
Understanding the decision tree structure — sci...
X_test , y_train , y_test = train_test_split ( X ,...decision_path ( X_test ) leaf_id = clf . apply ( X_test ) sample_id...scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.html -
Plotting Learning Curves and Checking Models’ S...
[ test_scores_nb , test_scores_svm ], [ naive_bayes...axis = 1 ), test_scores . mean ( axis = 1 ) - test_scores . std...scikit-learn.org/stable/auto_examples/model_selection/plot_learning_curve.html -
Species distribution modeling — scikit-learn 1....
"ascii" ) points = dict ( test = test , train = train ) for label...species . pts_test [ "dd long" ], species . pts_test [ "dd lat"...scikit-learn.org/stable/auto_examples/applications/plot_species_distribution_modeling.html -
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 -
PrecisionRecallDisplay — scikit-learn 1.7.0 doc...
X_test , y_train , y_test = train_test_split ( X ,...X_train , X_test , y_train , y_test = train_test_split ( ......scikit-learn.org/stable/modules/generated/sklearn.metrics.PrecisionRecallDisplay.html -
Failure of Machine Learning to infer causal eff...
X_test , y_train , y_test = train_test_split ( X ,...data into a training and a testing set. from sklearn.model_selection...scikit-learn.org/stable/auto_examples/inspection/plot_causal_interpretation.html -
Lasta Di (DIコンテナ) | DBFlute
switch component 'mystic' in unit test @Directory |-src/main/resources...sea.xml // in production | |-src/test/resources |- sea+mystic.xml...dbflute.seasar.org/ja/lastaflute/lastadi/index.html -
Importance of Feature Scaling — scikit-learn 1....
X_test , y_train , y_test = train_test_split ( X ,...( X_test ) y_pred_scaled = scaled_clf . predict ( X_test ) y_proba...scikit-learn.org/stable/auto_examples/preprocessing/plot_scaling_importance.html -
Novelty detection with Local Outlier Factor (LO...
X_outliers ) n_error_test = y_pred_test [ y_pred_test == - 1 ] . size...# e.g. X_test, X_outliers or the meshgrid y_pred_test = clf ....scikit-learn.org/stable/auto_examples/neighbors/plot_lof_novelty_detection.html -
7.4. Imputation of missing values — scikit-lear...
X_test , y_train , _ = train_test_split ( X , y , test_size...SimpleImputer(missing_values=-1) >>> X_test = sp . csc_matrix ([[ - 1 ,...scikit-learn.org/stable/modules/impute.html -
1.13. Feature selection — scikit-learn 1.7.0 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 -
Visualizing cross-validation behavior in scikit...
cross-validation Nested versus non-nested cross-validation Nested versus...split data into training and test sets in order to avoid model...scikit-learn.org/stable/auto_examples/model_selection/plot_cv_indices.html -
8.2. Real world datasets — scikit-learn 1.7.0 d...
newsgroups_test = fetch_20newsgroups ( subset = 'test' , ... categories...vectors_test = vectorizer . transform ( newsgroups_test . data...scikit-learn.org/stable/datasets/real_world.html -
Univariate Feature Selection — scikit-learn 1.7...
X_test , y_train , y_test = train_test_split ( X ,...format ( clf . score ( X_test , y_test ) ) ) svm_weights = np ....scikit-learn.org/stable/auto_examples/feature_selection/plot_feature_selection.html -
Tags — scikit-learn 1.7.0 documentation
_skip_test bool, default=False Whether to skip common tests entirely....requires_fit: bool = True , _skip_test: bool = False , input_tags:...scikit-learn.org/stable/modules/generated/sklearn.utils.Tags.html -
Column Transformer with Heterogeneous Data Sour...
) X_test , y_test = fetch_20newsgroups ( random_state...body = text . partition ( " \n\n " ) # store body text in second...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer.html -
Model Complexity Influence — scikit-learn 1.7.0...
X_test , y_train , y_test = train_test_split ( X ,...X_train , "X_test" : X_test , "y_train" : y_train , "y_test" : y_test...scikit-learn.org/stable/auto_examples/applications/plot_model_complexity_influence.html -
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