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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 -
RidgeClassifier — scikit-learn 1.7.0 documentation
n_features) Test samples. y array-like of shape...simple estimators as well as on nested objects (such as Pipeline )....scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeClassifier.html -
load_digits — scikit-learn 1.7.0 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 -
What is a Vector Database? | A Comprehensive Ve...
developers can quickly test LLMs with their own private...semi-structured data , such as images, text, or sensor data. Vector databases...www.elastic.co/what-is/vector-database -
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 -
MultiTaskLasso — scikit-learn 1.7.0 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 -
plot_release_highlights_1_6_0.ipynb
\n- Many tests in the common test suite are updated...the `_xfail_checks`\n tag and tests which are expected to fail are...scikit-learn.org/stable/_downloads/862c762bdafef83db4c2c9e803ed6295/plot_release_highlights_1_6_0... -
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 -
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 -
MiniBatchDictionaryLearning — scikit-learn 1.7....
n_features) Test data to be transformed, must...simple estimators as well as on nested objects (such as Pipeline )....scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchDictionaryLearning.html