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GridSearchCV — scikit-learn 1.5.0 documentation
'rank_test_score', 'split0_test_score',... 'split2_test_score',...the attributes best_index_ , best_score_ and best_params_ will...scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.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 -
RFECV — scikit-learn 1.5.0 documentation
test) splits as arrays of indices....the following keys: split(k)_test_score ndarray of shape (n_s...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFECV.html -
chi2 — scikit-learn 1.5.0 documentation
with the highest values for the test chi-squared statistic from X,...classes. Recall that the chi-square test measures dependence between...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.chi2.html -
SequentialFeatureSelector — scikit-learn 1.5.0 ...
evaluate the predictions on the test set. NOTE that when using a...An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html -
RidgeCV — scikit-learn 1.5.0 documentation
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 -
3.4. Metrics and scoring: quantifying the quali...
(pre-test and post-tests): \[\text{post-test odds} = \text{Likelihood...\frac{\text{pre-test probability}}{1 - \text{pre-test probability}},\]...scikit-learn.org/dev/modules/model_evaluation.html -
ClassifierChain — scikit-learn 1.5.0 documentation
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 -
Linklaters Delivers Faster, Better Enterprise S...
test, and go live with no interruption...This streamlines development, testing, and enables automated scaling...www.elastic.co/customers/linklaters -
cross_val_predict — scikit-learn 1.5.0 document...
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 -
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 -
Digital experience monitoring with Elastic Obse...
before your users do Proactive testing is vital for improving user...Synthetic transactions continually test key user journeys such as login...www.elastic.co/observability/digital-experience-monitoring -
China Working on Giant Rail Gun to Shoot Astron...
NASA started constructing a test rail that measured 50 feet long....China from trying anyway. In tests, scientists found they needed...futurism.com/the-byte/china-giant-rail-gun-astronauts-space -
AIOps with the Elastic Observability platform |...
www.elastic.co/observability/aiops -
HalvingGridSearchCV — scikit-learn 1.5.0 docume...
cross-validated score of the best_estimator. best_params_ dict Parameter...that gave the best results on the hold out data. best_index_ int...scikit-learn.org/stable/modules/generated/sklearn.model_selection.HalvingGridSearchCV.html -
The Dark Side of LED Lighting | MetaFilter
The best results from the tests, along with comparisons...database , based on actual tests of the lights instead of just...www.metafilter.com/203501/The-Dark-Side-of-LED-Lighting -
EllipticEnvelope — scikit-learn 1.5.0 documenta...
the mean accuracy on the given test data and labels. In multi-label...shape (n_samples, n_features) Test samples. y array-like of shape...scikit-learn.org/stable/modules/generated/sklearn.covariance.EllipticEnvelope.html -
sklearn.covariance.LedoitWolf — scikit-learn 1....
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.LedoitWolf.html -
Elastic S3 connector reference | Enterprise Sea...
Connector testing for more details. To execute a functional test for...Content extraction . End-to-end testing The connector framework enables...www.elastic.co/guide/en/enterprise-search/current/connectors-s3.html -
Announcing Search AI Lake and Elastic Cloud Ser...
browser tests priced per test run and lightweight tests, priced...priced per test per region. See the Elastic Observability Serverless...www.elastic.co/blog/search-ai-lake-elastic-cloud-serverless