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chi2 — scikit-learn 1.7.2 documentation
with the highest values for the test chi-squared statistic from X,.... Recall that the chi-square test measures dependence between...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.chi2.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 -
World's most downloaded vector database: Elasti...
"my_text" : { "type" : "text" }, "category": {...retrieval in a single query. Test RAG fast — no setup needed Stop...www.elastic.co/elasticsearch/vector-database -
GaussianNB — 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.GaussianNB.html -
cross_val_predict — scikit-learn 1.7.2 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 -
LinearRegression — scikit-learn 1.7.2 documenta...
coefficient of determination on test data. The coefficient of determination,...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html -
Elastic Cloud InfoSec Overview _ Templated
which are tested on at least an annual basis. Tests are unique...layer penetration testing, segmentation testing, and secure code...www.elastic.co/pdf/elastic-cloud-security-guide.pdf -
RegressorMixin — scikit-learn 1.7.2 documentation
coefficient of determination on test data. The coefficient of determination,...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.base.RegressorMixin.html -
BernoulliNB — 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.BernoulliNB.html -
MultiOutputRegressor — scikit-learn 1.7.2 docum...
coefficient of determination on test data. The coefficient of determination,...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.multioutput.MultiOutputRegressor.html -
RFECV — scikit-learn 1.7.2 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 -
NuSVR — scikit-learn 1.7.2 documentation
expected shape of X is (n_samples_test, n_samples_train). Returns :...coefficient of determination on test data. The coefficient of determination,...scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVR.html -
1.17. Neural network models (supervised) — scik...
transformation to test data >>> X_test = scaler . transform ( X_test ) An...apply the same scaling to the test set for meaningful results....scikit-learn.org/stable/modules/neural_networks_supervised.html -
Search applications - Search API & toolkit for ...
Start free trial Download now Test the latest AI search capabilities...composable search pipelines. Test different retrieval strategies,...www.elastic.co/enterprise-search/search-applications -
fetch_species_distributions — scikit-learn 1.7....
in degrees test record array, shape = (620,) The test points for...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_species_distributions.html -
VotingRegressor — scikit-learn 1.7.2 documentation
coefficient of determination on test data. The coefficient of determination,...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingRegressor.html -
AdaBoostRegressor — scikit-learn 1.7.2 document...
coefficient of determination on test data. The coefficient of determination,...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostRegressor.html -
Older Versions — scikit-learn 1.7.2 documentation
Arguments n_test and n_train are deprecated and renamed to test_size...preprocessor / analyzer nested structure for text feature extraction...scikit-learn.org/stable/whats_new/older_versions.html -
plot_hgbt_regression.zip
import train_test_split X_train, X_test, y_train, y_test = train_test_split(X,...import train_test_split\n\nX_train, X_test, y_train, y_test = train_test_split(X,...scikit-learn.org/stable/_downloads/ef504a3cb245a55fde178198c8218b4a/plot_hgbt_regression.zip -
Examples — scikit-learn 1.7.2 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