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Classification of text documents using sparse f...
predict ( X_test ) test_time = time () - t0 print ( f "test time: {..., ) data_test = fetch_20newsgroups ( subset = "test" , categories...scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html -
Hybrid search and semantic reranking with Elast...
text_embedding : This task receives text and returns...parameters: Data ingestion To test the capabilities of the models...www.elastic.co/search-labs/blog/hybrid-search-semantic-reranking-gcp-elasticsearch -
Analyzing online search relevance metrics with ...
sophisticated tools such as A/B testing and result interleaving to...API in Elasticsearch blog post Test-Driven Relevance Tuning of Elasticsearch...www.elastic.co/blog/analyzing-online-search-relevance-metrics-with-the-elastic-stack -
3.3. Tuning the decision threshold for class pr...
cost of further diagnostic tests. Consequently, when it comes...to an internal single train-test split. The option cv="prefit"...scikit-learn.org/stable/modules/classification_threshold.html -
1.11. Ensembles: Gradient boosting, random fore...
mean_squared_error ( y_test , est . predict ( X_test )) 5.00 >>> _ = est . set_params...train_test_split >>> X_train , X_test , y_train , y_test = train_test_split...scikit-learn.org/stable/modules/ensemble.html -
Out-of-core classification of text documents — ...
- tick test_stats [ "n_test" ] += len ( y_test ) test_stats [...%(n_test)6d test docs ( %(n_test_pos)6d positive) " % test_stats...scikit-learn.org/stable/auto_examples/applications/plot_out_of_core_classification.html -
AI for Security Operations and SOC Teams | Elas...
We continuously test a range of LLMs using our evaluation...for each task. See how we run tests in our Buildkite pipeline ....www.elastic.co/security/ai -
MultiTaskLasso — 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.linear_model.MultiTaskLasso.html -
load_digits — scikit-learn 1.7.2 documentation
integers 0-16 This is a copy of the test set of the UCI ML hand-written...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_digits.html -
Better Binary Quantization (BBQ) in Lucene and ...
example but simplifed java code: Testing with BBQ: Alright, show me...numbers: We have done extensive testing with BBQ both in Lucene and...www.elastic.co/search-labs/blog/better-binary-quantization-lucene-elasticsearch