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cross_val_predict — scikit-learn 1.7.1 document...
sample belongs to exactly one test set, and its prediction is computed...cross_val_score unless all tests sets have equal size and the...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_predict.html -
8.4. Loading other datasets — scikit-learn 1.7....
X_test , y_test = load_svmlight_files (...number of features: >>> X_test , y_test = load_svmlight_file ( ......scikit-learn.org/stable/datasets/loading_other_datasets.html -
PLSRegression — scikit-learn 1.7.1 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.cross_decomposition.PLSRegression.html -
1.5. Stochastic Gradient Descent — scikit-learn...
SGDClassifier ()) est . fit ( X_train ) est . predict ( X_test ) If your...( X_train ) X_test = scaler . transform ( X_test ) # apply same...scikit-learn.org/stable/modules/sgd.html -
3.4. Metrics and scoring: quantifying the quali...
(pre-test and post-tests): \[\text{post-test odds} = \text{Likelihood...\frac{\text{pre-test probability}}{1 - \text{pre-test probability}},\]...scikit-learn.org/stable/modules/model_evaluation.html -
RegressorMixin — scikit-learn 1.7.1 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.base.RegressorMixin.html -
LinearDiscriminantAnalysis — scikit-learn 1.7.1...
n_features) Array of samples (test vectors). Returns : y_scores...shape (n_samples, n_features) Test samples. y array-like of shape...scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.LinearDiscriminantAnalysi... -
chi2 — scikit-learn 1.7.1 documentation
with the highest values for the test chi-squared statistic from X,.... Recall that the chi-square test measures dependence between...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.chi2.html -
RandomizedSearchCV — scikit-learn 1.7.1 documen...
the attributes best_index_ , best_score_ and best_params_ will...param_gamma split0_test_score … rank_test_score ‘rbf’ 0.1 0.80...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
TransformedTargetRegressor — scikit-learn 1.7.1...
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.compose.TransformedTargetRegressor.html