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LassoCV — scikit-learn 1.5.0 documentation
test) splits as arrays of indices....n_folds) Mean square error for the test set on each fold, varying alpha....scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoCV.html -
assert_all_finite — scikit-learn 1.5.0 document...
( "Test failed: Array contains non-finite values." ) Test failed:...assert_all_finite ( array ) ... print ( "Test passed: Array contains only...scikit-learn.org/stable/modules/generated/sklearn.utils.assert_all_finite.html -
quantile_transform — scikit-learn 1.5.0 documen...
splitting into training and test sets. This will bias the model...information would have leaked from the test set to the training set. In...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.quantile_transform.html -
Introducing approximate nearest neighbor search...
called ann-benchmarks which tests the leading algorithms against...and also did well in our own testing. Another benefit of HNSW is...www.elastic.co/blog/introducing-approximate-nearest-neighbor-search-in-elasticsearch-8-0 -
GraphicalLassoCV — scikit-learn 1.5.0 documenta...
: X_test array-like of shape (n_samples, n_features) Test data...An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.covariance.GraphicalLassoCV.html -
LabelSpreading — scikit-learn 1.5.0 documentation
on a Text Dataset Semi-supervised Classification on a Text Dataset...the mean accuracy on the given test data and labels. In multi-label...scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.LabelSpreading.html -
DummyRegressor — scikit-learn 1.5.0 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.DummyRegressor.html -
SequentialFeatureSelector — scikit-learn 1.5.0 ...
evaluate the predictions on the test set. NOTE that when using a...An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html -
RidgeCV — scikit-learn 1.5.0 documentation
test) splits as arrays of indices....shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeCV.html -
ShrunkCovariance — scikit-learn 1.5.0 documenta...
: X_test array-like of shape (n_samples, n_features) Test data...the observations. score ( X_test , y = None ) [source] # Compute...scikit-learn.org/stable/modules/generated/sklearn.covariance.ShrunkCovariance.html