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plot_classifier_comparison.ipynb
y_test = train_test_split(\n X, y, test_size=0.4, random_state=42\n...the testing points\n ax.scatter(\n X_test[:, 0], X_test[:, 1],...scikit-learn.org/stable/_downloads/3438aba177365cb595921cf18806dfa7/plot_classifier_comparison.ipynb -
sklearn.model_selection.cross_val_predict — sci...
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 -
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.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.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.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 -
Baba Entertainment uses Elastic for gaming data...
Increased sales with real-time testing insights Sales increased 15%...from real-time customer A/B testing using Elastic Enterprise Search...www.elastic.co/customer/baba-entertainment -
Examples — scikit-learn 1.4.1 documentation
(ROC) Nested versus non-nested cross-validation Nested versus...Comparison of F-test and mutual information Comparison of F-test and mutual...scikit-learn.org/stable/auto_examples/index.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.neural_network.MLPClassifier — scikit-l...
X_test , y_train , y_test = train_test_split ( X ,...1]) >>> clf . score ( X_test , y_test ) 0.8... Methods fit (X,...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPClassifier.html -
glossary.rst.txt
common tests This refers to the tests run on almost every...``(train_idx, test_idx)`` pairs. Each of {train,test}_idx is a 1d...scikit-learn.org/stable/_sources/glossary.rst.txt -
Accelerate DevOps transformation with Elastic O...
or A/B testing. Plus, you can use the annotation...determine if the issue uncovered in test is already in prod. Track log...www.elastic.co/observability/devops -
Elastic Cloud on Kubernetes | Deploy and Orches...
test, and learn together. The ECK...Enterprise . It’s our battle-tested product — which also powers...www.elastic.co/elastic-cloud-kubernetes -
Elastic Cloud Feature Matrix | Elastic
Monitors Managed Test Execution Service 12 Private Testing Locations...Monitors Managed Test Execution Service 12 Private Testing Locations...www.elastic.co/subscriptions/cloud -
sklearn.feature_selection.mutual_info_regressio...
scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_regression.html -
sklearn.linear_model.LogisticRegression — sciki...
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.linear_model.LogisticRegression.html -
sklearn.linear_model.SGDClassifier — scikit-lea...
classification of text documents Out-of-core classification of text documents...on a Text Dataset Semi-supervised Classification on a Text Dataset...scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDClassifier.html -
sklearn.datasets.make_regression — scikit-learn...
scikit-learn.org/stable/modules/generated/sklearn.datasets.make_regression.html -
sklearn.mixture.BayesianGaussianMixture — sciki...
log-likelihood of new samples at test time. The shape depends on covariance_type...log-likelihood of new samples at test time. The shape depends on covariance_type...scikit-learn.org/stable/modules/generated/sklearn.mixture.BayesianGaussianMixture.html -
sklearn.ensemble.StackingClassifier — scikit-le...
train_test_split >>> X_train , X_test , y_train , y_test = train_test_split..., y_train ) . score ( X_test , y_test ) 0.9... Methods decision_function...scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingClassifier.html