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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.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.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.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.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.linear_model.LogisticRegressionCV — sci...
scoring option on the given test data and labels. set_fit_request...scoring option on the given test data and labels. Parameters...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegressionCV.html -
sklearn.multioutput.ClassifierChain — scikit-le...
X_test , Y_train , Y_test = train_test_split ( ......An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.multioutput.ClassifierChain.html -
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 -
Accelerating Elastic detection tradecraft with ...
json test files, that included the essential...various model parameters Create a test suite to validate our results...www.elastic.co/security-labs/accelerating-elastic-detection-tradecraft-with-llms -
sklearn.ensemble.VotingClassifier — scikit-lear...
the mean accuracy on the given test data and labels. set_fit_request...the mean accuracy on the given test data and labels. In multi-label...scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingClassifier.html