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pair_confusion_matrix — scikit-learn 1.6.1 docu...
pair confusion matrix \(C\) computes a 2 by 2 similarity matrix...scikit-learn.org/stable/modules/generated/sklearn.metrics.cluster.pair_confusion_matrix.html -
Vector search in Elasticsearch: The rationale b...
searches need to compute the top-k vectors on every...www.elastic.co/search-labs/blog/vector-search-elasticsearch-rationale -
Release Highlights for scikit-learn 1.2 — sciki...
estimators relying on the computation of pairwise distances (essentially...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_2_0.html -
Elastic Cloud Serverless roadmap | Elastic
Completed Architecture Decoupling compute and storage Optimize hardware...more Completed Decoupling compute and storage Optimize hardware...www.elastic.co/cloud/serverless/roadmap -
Early stopping of Stochastic Gradient Descent —...
based on the prediction score computed on the validation set. This...dataset that we keep aside to compute the validation score. The optimization...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_early_stopping.html -
FeatureHasher and DictVectorizer Comparison — s...
simplicity and reducing the computational cost, we select a subset...scikit-learn.org/stable/auto_examples/text/plot_hashing_vs_dict_vectorizer.html -
Version 1.3 — scikit-learn 1.6.1 documentation
may not require as much computation or memory. Enhancement a..._regression now correctly computes the result when X is of integer...scikit-learn.org/stable/whats_new/v1.3.html -
1.4. Support Vector Machines — scikit-learn 1.6...
mind that it comes with a computational cost. See SVM Tie Breaking...powerful tools, but their compute and storage requirements increase...scikit-learn.org/stable/modules/svm.html -
chi2 — scikit-learn 1.6.1 documentation
y ) [source] # Compute chi-squared stats between each...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.chi2.html -
3.1. Cross-validation: evaluating estimator per...
and test sets can be quickly computed with the train_test_split...it is used as a test set to compute a performance measure such...scikit-learn.org/stable/modules/cross_validation.html