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Utilities for Developers — scikit-learn 1.7.dev...
repeatability issues in unit tests. Instead, a numpy.random.RandomState...from graph_shortest_path . Testing Functions # discovery.all_estimators...scikit-learn.org/dev/developers/utilities.html -
Installing scikit-learn — scikit-learn 1.7.dev0...
2 tests pytest-cov 2.9.0 tests ruff 0.5.1 tests black 24.3.0...24.3.0 tests mypy 1.9 tests pyamg 4.0.0 tests polars 0.20.30 docs,...scikit-learn.org/dev/install.html -
NearestCentroid — scikit-learn 1.6.1 documentation
with test samples classified to the class...n_features) Array of samples (test vectors). Returns : y_scores...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestCentroid.html -
LearningCurveDisplay — scikit-learn 1.6.1 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 -
1.13. Feature selection — scikit-learn 1.6.1 do...
based on univariate statistical tests. It can be seen as a preprocessing...common univariate statistical tests for each feature: false positive...scikit-learn.org/stable/modules/feature_selection.html -
ComplementNB — scikit-learn 1.6.1 documentation
classification on an array of test vectors X. Parameters : X array-like...probability estimates for the test vector X. For each row x of...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.ComplementNB.html -
7.2. Real world datasets — scikit-learn 1.6.1 d...
newsgroups_test = fetch_20newsgroups ( subset = 'test' , ... categories...vectors_test = vectorizer . transform ( newsgroups_test . data...scikit-learn.org/stable/datasets/real_world.html -
sklearn.model_selection — scikit-learn 1.7.dev0...
train_test_split Split arrays or matrices...matrices into random train and test subsets. Hyper-parameter optimizers...scikit-learn.org/dev/api/sklearn.model_selection.html -
GradientBoostingClassifier — scikit-learn 1.6.1...
X_test = X [: 2000 ], X [ 2000 :] >>> y_train , y_test = y...y_train ) >>> clf . score ( X_test , y_test ) 0.913... apply ( X ) [source]...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html -
AdaBoostClassifier — scikit-learn 1.6.1 documen...
the mean accuracy on the given test data and labels. In multi-label...shape (n_samples, n_features) Test samples. y array-like of shape...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html