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mutual_info_regression — scikit-learn 1.7.0 doc...
Comparison of F-test and mutual information Comparison of F-test and mutual...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_regression.html -
HSE powers ecommerce website with AI search fro...
Strasser and his team ran an A/B test comparing the previous search...HSE is able to leverage the best models on the market to augment...www.elastic.co/customers/hse -
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 -
cRank it up! - Introducing the Elastic Rerank m...
Our detailed testing shows a 40% uplift on a broad...much larger models. In our testing a few models, such as bge-re-ranker-v2-gemma...www.elastic.co/search-labs/blog/elastic-rerank-model-introduction -
make_regression — scikit-learn 1.7.0 documentation
regularization on training and test error Effect of model regularization...regularization on training and test error Release Highlights for scikit-learn...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_regression.html -
How to deploy NLP: Text embeddings and vector s...
deploy NLP: Text embeddings and vector search Using text embeddings...for passages’ ids, and text with type text for passages’ contents....www.elastic.co/search-labs/blog/how-to-deploy-nlp-text-embeddings-and-vector-search -
ClassifierChain — scikit-learn 1.7.0 documentation
X_test , Y_train , Y_test = train_test_split ( ......An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.multioutput.ClassifierChain.html -
OutputCodeClassifier — scikit-learn 1.7.0 docum...
n_features) Test samples. y array-like of shape...classifiers than one-vs-the-rest. A number greater than 1 will...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OutputCodeClassifier.html -
StackingRegressor — scikit-learn 1.7.0 document...
train_test_split >>> X_train , X_test , y_train , y_test = train_test_split..., y_train ) . score ( X_test , y_test ) 0.3... fit ( X , y , **...scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingRegressor.html -
1.5. Stochastic Gradient Descent — scikit-learn...
SGDClassifier ()) est . fit ( X_train ) est . predict ( X_test ) If your...( X_train ) X_test = scaler . transform ( X_test ) # apply same...scikit-learn.org/stable/modules/sgd.html