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plot_classifier_comparison.rst.txt
and test part X, y = ds X_train, X_test, y_train, y_test = train_test_split(...Plot the testing points ax.scatter( X_test[:, 0], X_test[:, 1],...scikit-learn.org/stable/_sources/auto_examples/classification/plot_classifier_comparison.rst.txt -
SVC — scikit-learn 1.5.0 documentation
cross-validation Nested versus non-nested cross-validation Nested versus...following example: Nested versus non-nested cross-validation Read...scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html -
RepeatedKFold — scikit-learn 1.5.0 documentation
print ( f " Test: index= { test_index } " ) ... Fold...index=[0 1] Test: index=[2 3] Fold 1: Train: index=[2 3] Test: index=[0...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RepeatedKFold.html -
learning_curve — scikit-learn 1.5.0 documentation
( f "The average test accuracy is { cv_test_scores . mean ()...cross-validated training and test scores for different training...scikit-learn.org/stable/modules/generated/sklearn.model_selection.learning_curve.html -
FixedThresholdClassifier — scikit-learn 1.5.0 d...
X_test , y_train , y_test = train_test_split ( ......confusion_matrix ( y_test , classifier . predict ( X_test ))) [[217 7]...scikit-learn.org/stable/modules/generated/sklearn.model_selection.FixedThresholdClassifier.html -
LogisticRegressionCV — scikit-learn 1.5.0 docum...
scoring option on the given test data and labels. Parameters...shape (n_samples, n_features) Test samples. y array-like of shape...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegressionCV.html -
AIOps with the Elastic Observability platform |...
test, and deploy your own. Automatically...www.elastic.co/observability/aiops -
f_regression — scikit-learn 1.5.0 documentation
Comparison of F-test and mutual information Comparison of F-test and mutual...Univariate linear regression tests returning F-statistic and p-values....scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_regression.html -
6.3. Preprocessing data — scikit-learn 1.5.0 do...
X_test , y_train , y_test = train_test_split ( X ,...score ( X_test , y_test ) # apply scaling on testing data, without...scikit-learn.org/stable/modules/preprocessing.html -
fetch_species_distributions — scikit-learn 1.5....
in degrees test record array, shape = (620,) The test points for...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_species_distributions.html