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cross_validation.rst.txt
print("%s %s" % (train, test)) [2 3] [0 1]...in rkf.split(X): ... print("%s %s" % (train, test)) ... [2 3]...scikit-learn.org/stable/_sources/modules/cross_validation.rst.txt -
sklearn.random_projection.SparseRandomProjectio...
with probability 1 - 1 / s +sqrt(s) / sqrt(n_components) with...the projected data. If we note s = 1 / density the components of...scikit-learn.org/stable/modules/generated/sklearn.random_projection.SparseRandomProjection.html -
sklearn.feature_extraction.DictVectorizer — sci...
iterable over Mappings Dict(s) or Mapping(s) from feature names (arbitrary...iterable over Mappings Dict(s) or Mapping(s) from feature names (arbitrary...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
6.6. Random Projection — scikit-learn 1.4.2 doc...
probability} & 1 - 1 / s \\ +\sqrt{\frac{s}{n_{\text{components}}}}...projected data. If we define s = 1 / density , the elements of...scikit-learn.org/stable/modules/random_projection.html -
7.4. Loading other datasets — scikit-learn 1.4....
'c-CS-s', 'c-SC-m', 'c-SC-s', 't-CS-m', 't-CS-s', 't-SC-m',...'t-SC-m', 't-SC-s'], dtype=object) You can get more information on the...scikit-learn.org/stable/datasets/loading_other_datasets.html -
NBC News Site Map
k-o p-s t-z AUTHORS a-e f-j k-o p-s t-z MORE HOME PAGE U.S. NEWS...Map NBC News Logo Sections U.S. News Politics World Local Business...www.nbcnews.com/archive -
Model selection: choosing estimators and their ...
print ( 'Train: %s | test: %s ' % ( train_indices , test_indices...cross-validation. By default the estimator’s score method is used to compute...scikit-learn.org/stable/tutorial/statistical_inference/model_selection.html -
sklearn.discriminant_analysis.QuadraticDiscrimi...
corresponds to S^2 / (n_samples - 1) , where S is the diagonal...coming from the SVD of Xk = U S Vt where Xk is the centered matrix...scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.QuadraticDiscriminantAnal... -
sklearn.manifold.locally_linear_embedding — sci...
S. & Saul, L. Nonlinear dimensionality...high-dimensional data. Proc Natl Acad Sci U S A. 100:5591 (2003). [ 3 ] Zhang,...scikit-learn.org/stable/modules/generated/sklearn.manifold.locally_linear_embedding.html -
sklearn.manifold.LocallyLinearEmbedding — sciki...
S. & Saul, L. Nonlinear dimensionality...high-dimensional data. Proc Natl Acad Sci U S A. 100:5591 (2003). [ 3 ] Zhang,...scikit-learn.org/stable/modules/generated/sklearn.manifold.LocallyLinearEmbedding.html