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sklearn.preprocessing.quantile_transform — scik...
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.quantile_transform.html -
Supervised learning: predicting an output varia...
iris_X_test = iris_X [ indices [ - 10 :]] >>> iris_y_test = iris_y...predict ( diabetes_X_test ) - diabetes_y_test ) ** 2 ) 2004.5......scikit-learn.org/stable/tutorial/statistical_inference/supervised_learning.html -
sklearn.discriminant_analysis.LinearDiscriminan...
the mean accuracy on the given test data and labels. set_output...n_features) Array of samples (test vectors). Returns : C ndarray...scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.LinearDiscriminantAnalysi... -
sklearn.semi_supervised.LabelSpreading — scikit...
on a Text Dataset Semi-supervised Classification on a Text Dataset...the mean accuracy on the given test data and labels. set_params...scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.LabelSpreading.html -
sklearn.linear_model.RidgeCV — scikit-learn 1.4...
test) splits as arrays of indices....shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeCV.html -
sklearn.dummy.DummyRegressor — scikit-learn 1.4...
n_features) Test samples. Passing None as test samples gives...return_std]) Perform classification on test vectors X. score (X, y[, sample_weight])...scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyRegressor.html -
sklearn.linear_model.ElasticNetCV — scikit-lear...
are tested by cross-validation and the one giving the best prediction...An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNetCV.html -
sklearn.covariance.ShrunkCovariance — scikit-le...
score (X_test[, y]) Compute the log-likelihood of X_test under the...: X_test array-like of shape (n_samples, n_features) Test data...scikit-learn.org/stable/modules/generated/sklearn.covariance.ShrunkCovariance.html -
sklearn.linear_model.ElasticNet — scikit-learn ...
Train error vs Test error Train error vs Test error...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNet.html -
sklearn.multiclass.OneVsRestClassifier — scikit...
the mean accuracy on the given test data and labels. set_params...the mean accuracy on the given test data and labels. In multi-label...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsRestClassifier.html