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Get started with generative AI free | Elastic
Test out ingesting your data, build...Configure, select field mappings, and test vector and semantic search with...www.elastic.co/cloud/generative-ai-trial-overview -
cross_validation.rst.txt
available data as a **test set** ``X_test, y_test``. Note that the...>>> X_train, X_test, y_train, y_test = train_test_split( ... X,...scikit-learn.org/stable/_sources/modules/cross_validation.rst.txt -
learning_curve — scikit-learn 1.7.2 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 -
Create monitors in the Synthetics UI | Elastic ...
synthetic tests on Elastic’s global managed testing infrastructure...(Optional) Click Run test to verify that the test is valid. Click...www.elastic.co/docs/solutions/observability/synthetics/create-monitors-ui -
auto_examples_jupyter.zip
X_test, y_train, y_test = train_test_split(\n X, y, test_size=0.25,...\"%(n_test)6d test docs (%(n_test_pos)6d positive) \" % test_stats\n...scikit-learn.org/stable/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip -
plot_multi_metric_evaluation.zip
1)[0][0] best_score = results["mean_test_%s" % scorer][best_index]...1)[0][0]\n best_score = results[\"mean_test_%s\" % scorer][best_index]\n\n...scikit-learn.org/stable/_downloads/535778bfbc9b4881da3e662bc2ea8484/plot_multi_metric_evaluation.zip -
check_estimator — scikit-learn 1.7.2 documentation
running tests are aborted. This does not included tests that are...function will run an extensive test-suite for input validation,...scikit-learn.org/stable/modules/generated/sklearn.utils.estimator_checks.check_estimator.html -
LassoCV — scikit-learn 1.7.2 documentation
default=None Values of alphas to test along the regularization path....An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoCV.html -
NearestCentroid — scikit-learn 1.7.2 documentation
with test samples classified to the class...n_features) Array of samples (test vectors). Returns : y_scores...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestCentroid.html -
KFold — scikit-learn 1.7.2 documentation
scikit-learn Nested versus non-nested cross-validation Nested versus...Provides train/test indices to split data in train/test sets. Split...scikit-learn.org/stable/modules/generated/sklearn.model_selection.KFold.html -
StratifiedGroupKFold — scikit-learn 1.7.2 docum...
print ( f " Test: index= { test_index } " ) ... print...indices for that split. test ndarray The testing set indices for that...scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedGroupKFold.html -
MultinomialNB — scikit-learn 1.7.2 documentation
classification of text documents Out-of-core classification of text documents...classification on an array of test vectors X. Parameters : X array-like...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.MultinomialNB.html -
DummyClassifier — scikit-learn 1.7.2 documentation
n_features) Test samples. Passing None as test samples gives...# Perform classification on test vectors X. Parameters : X array-like...scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyClassifier.html -
Semantic search with ELSER | Elastic Docs
"source": { "index": "test-data", "size": 50 }, "dest": { "index": "my-index",...full text query with the same (or different) query text as the...www.elastic.co/docs/solutions/search/semantic-search/semantic-search-elser-ingest-pipelines -
Digital experience monitoring with Elastic Obse...
verify tests in pre-production, and then push the test scripts...Run synthetic tests from Elastic’s managed testing infrastructure...www.elastic.co/observability/digital-experience-monitoring -
The open source engine for high-performance sea...
Build and test — integrate models, tune relevance, and test with AI...platform. Developers can build, test, and scale context-driven agents...www.elastic.co/enterprise-search -
Tools in Elastic Agent Builder | Elastic Docs
immediately open the testing interface × Testing your tools Before...they work correctly by testing them. Testing helps ensure your tool...www.elastic.co/docs/solutions/search/agent-builder/tools -
plot_hgbt_regression.rst.txt
import train_test_split X_train, X_test, y_train, y_test = train_test_split(X,...train_test_split(X, y, test_size=0.4, shuffle=False) print(f"Training...scikit-learn.org/stable/_sources/auto_examples/ensemble/plot_hgbt_regression.rst.txt -
Synthetic Monitoring with Elastic Observability...
push the test scripts with your code for continued testing in production....code releases and test updates, reuse test scripts to reduce...www.elastic.co/observability/synthetic-monitoring -
KNeighborsClassifier — scikit-learn 1.7.2 docum...
or None Test samples. If None , predictions...probability estimates for the test data X. Parameters : X {array-like,...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsClassifier.html