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sklearn.ensemble.AdaBoostRegressor — scikit-lea...
n_features) Test samples. For some estimators...determine the prediction on a test set after each boost. Parameters...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostRegressor.html -
7.4. Loading other datasets — scikit-learn 1.4....
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 -
sklearn.svm.NuSVC — scikit-learn 1.4.2 document...
the mean accuracy on the given test data and labels. set_fit_request...(n_samples, n_features) or (n_samples_test, n_samples_train) For kernel=”precomputed”,...scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVC.html -
sklearn.ensemble.ExtraTreesClassifier — scikit-...
max_leaf_nodes in best-first fashion. Best nodes are defined...the mean accuracy on the given test data and labels. set_fit_request...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html -
sklearn.ensemble.ExtraTreesRegressor — scikit-l...
X_test , y_train , y_test = train_test_split ( ......y_train ) >>> reg . score ( X_test , y_test ) 0.2727... Methods apply...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html -
sklearn.ensemble.RandomForestClassifier — sciki...
max_leaf_nodes in best-first fashion. Best nodes are defined...the mean accuracy on the given test data and labels. set_fit_request...scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html -
sklearn.isotonic.IsotonicRegression — scikit-le...
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html -
sklearn.ensemble.HistGradientBoostingRegressor ...
>>> est = HistGradientBoosting () . fit ( X , y ) >>> est . score...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
sklearn.linear_model.OrthogonalMatchingPursuitC...
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.OrthogonalMatchingPursuitCV.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 -
sklearn.covariance.EmpiricalCovariance — scikit...
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.EmpiricalCovariance.html -
sklearn.ensemble.StackingRegressor — scikit-lea...
train_test_split >>> X_train , X_test , y_train , y_test = train_test_split..., y_train ) . score ( X_test , y_test ) 0.3... Methods fit (X,...scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingRegressor.html -
sklearn.base.RegressorMixin — scikit-learn 1.4....
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.base.RegressorMixin.html -
plot_release_highlights_1_4_0.rst.txt
X_test, y_train, y_test = train_test_split(X_adult,...n(X_test) print(f"ROC AUC score is {roc_auc_score(y_test, y_decision)}")...scikit-learn.org/stable/_sources/auto_examples/release_highlights/plot_release_highlights_1_4_0.r... -
sklearn.svm.LinearSVC — scikit-learn 1.4.2 docu...
vs the rest. It is possible to implement one vs the rest with SVC...the mean accuracy on the given test data and labels. set_fit_request...scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVC.html -
sklearn.multioutput.MultiOutputRegressor — scik...
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.multioutput.MultiOutputRegressor.html -
sklearn.impute.KNNImputer — scikit-learn 1.4.2 ...
missing values at transform/test time. keep_empty_features bool,...simple estimators as well as on nested objects (such as Pipeline )....scikit-learn.org/stable/modules/generated/sklearn.impute.KNNImputer.html -
sklearn.compose.TransformedTargetRegressor — sc...
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.compose.TransformedTargetRegressor.html -
sklearn.linear_model.Perceptron — scikit-learn ...
classification of text documents Out-of-core classification of text documents...the mean accuracy on the given test data and labels. set_fit_request...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Perceptron.html -
2.1. Gaussian mixture models — scikit-learn 1.4...
scikit-learn.org/stable/modules/mixture.html