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fetch_lfw_pairs — scikit-learn 1.7.2 documentation
‘test’ for the development test set, and ‘10_folds’...Parameters : subset {‘train’, ‘test’, ‘10_folds’}, default=’train’...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_lfw_pairs.html -
IsolationForest example — scikit-learn 1.7.2 do...
X_test , y_train , y_test = train_test_split ( X ,...sklearn.model_selection import train_test_split n_samples , n_outliers...scikit-learn.org/stable/auto_examples/ensemble/plot_isolation_forest.html -
9.3. Parallelism, resource management, and conf...
sure that test results are independent of the test execution...run all tests with different seeds while keeping the test duration...scikit-learn.org/stable/computing/parallelism.html -
parametrize_with_checks — scikit-learn 1.7.2 do...
to specify which tests to run: pytest test_check_estimators ....why the check fails. These tests will be marked as xfail if the...scikit-learn.org/stable/modules/generated/sklearn.utils.estimator_checks.parametrize_with_checks.... -
Release Highlights for scikit-learn 1.6 — sciki...
Many tests in the common test suite are updated...removed the _xfail_checks tag and tests which are expected to fail are...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_6_0.html -
Visualizing the probabilistic predictions of a ...
= [ est . predict_proba ( test_sample ) . ravel () for est in...estimators_ ] for ( est_name , _ ), est_probas in zip ( eclf...scikit-learn.org/stable/auto_examples/ensemble/plot_voting_decision_regions.html -
decomposition.rst.txt
||X-UV||_{\text{Fro}}^2+\alpha||V||_{1,1} \\ \text{subject to...||X-UV||_{\text{Fro}}^2+\alpha||U||_{1,1} \\ \text{subject to...scikit-learn.org/stable/_sources/modules/decomposition.rst.txt -
plot_release_highlights_1_7_0.py
y_val = train_test_split(X, y, test_size=0.2, random_state=0)...sklearn.model_selection import train_test_split from sklearn.pipeline...scikit-learn.org/stable/_downloads/27dd4dbb41dee53fc86e0d5b6d3254d3/plot_release_highlights_1_7_0.py -
Build your search queries | Elastic Docs
you can start building and testing your search queries. Elasticsearch...Interface Endpoint Description Best for Query DSL _search Original,...www.elastic.co/docs/solutions/search/querying-for-search -
CategoricalNB — scikit-learn 1.7.2 documentation
classification on an array of test vectors X. Parameters : X array-like...probability estimates for the test vector X. For each row x of...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.CategoricalNB.html