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Post pruning decision trees with cost complexit...
meta-estimators Gallery generated by Sphinx-Gallery On this page This Page...y_train ) clfs . append ( clf ) print ( "Number of nodes in the last...scikit-learn.org/stable/auto_examples/tree/plot_cost_complexity_pruning.html -
TruncatedSVD — scikit-learn 1.7.2 documentation
feature names that are all strings. Added in version 1.0. See...n_iter=7, random_state=42) >>> print ( svd . explained_variance_ratio_...scikit-learn.org/stable/modules/generated/sklearn.decomposition.TruncatedSVD.html -
SparseRandomProjection — scikit-learn 1.7.2 doc...
feature names that are all strings. Added in version 1.0. See...minimum density as recommended by Ping Li et al.: 1 / sqrt(n_features)....scikit-learn.org/stable/modules/generated/sklearn.random_projection.SparseRandomProjection.html -
TheilSenRegressor — scikit-learn 1.7.2 document...
feature names that are all strings. Added in version 1.0. See...scikit-learn.org/stable/modules/generated/sklearn.linear_model.TheilSenRegressor.html -
PoissonRegressor — scikit-learn 1.7.2 documenta...
feature names that are all strings. Added in version 1.0. n_iter_...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.html -
MiniBatchDictionaryLearning — scikit-learn 1.7....
feature names that are all strings. Added in version 1.0. n_iter_...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchDictionaryLearning.html -
LogisticRegression — scikit-learn 1.7.2 documen...
feature names that are all strings. Added in version 1.0. n_iter_...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html -
Version 0.14 — scikit-learn 1.7.2 documentation
Most metrics now support string labels for multiclass classification...now uses a column format and prints progress in decreasing frequency....scikit-learn.org/stable/whats_new/v0.14.html -
TweedieRegressor — scikit-learn 1.7.2 documenta...
feature names that are all strings. Added in version 1.0. See...scikit-learn.org/stable/modules/generated/sklearn.linear_model.TweedieRegressor.html -
Cloud security solutions for multi-cloud and hy...
your data in the cloud by shrinking your attack surface and advancing...www.elastic.co/security/cloud-security -
Successive Halving Iterations — scikit-learn 1....
cross-validation Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_iterations.html -
Model selection with Probabilistic PCA and Fact...
example Gallery generated by Sphinx-Gallery On this page This Page...n_components_pca_mle = pca . n_components_ print ( "best n_components by PCA...scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_fa_model_selection.html -
Empirical evaluation of the impact of k-means i...
k-means Gallery generated by Sphinx-Gallery This Page Download...params , format in cases : print ( "Evaluation of %s with %s...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_stability_low_dim_dense.html -
LassoLarsIC — scikit-learn 1.7.2 documentation
feature names that are all strings. Added in version 1.0. See...LassoLarsIC(criterion='bic') >>> print ( reg . coef_ ) [ 0. -1.11]...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsIC.html -
EllipticEnvelope — scikit-learn 1.7.2 documenta...
feature names that are all strings. Added in version 1.0. See...scikit-learn.org/stable/modules/generated/sklearn.covariance.EllipticEnvelope.html -
1.13. Feature selection — scikit-learn 1.7.2 do...
finding a threshold using a string argument. Available heuristics...scikit-learn.org/stable/modules/feature_selection.html -
Gaussian process classification (GPC) on iris d...
dataset Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_iris.html -
Comparing random forests and the multi-output m...
predictions Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_regression_multioutput.html -
ndcg_score — scikit-learn 1.7.2 documentation
Springer, Berlin, Heidelberg. Examples...scikit-learn.org/stable/modules/generated/sklearn.metrics.ndcg_score.html -
Pipelining: chaining a PCA and a logistic regre...
classification Gallery generated by Sphinx-Gallery This Page Download...fit ( X_digits , y_digits ) print ( "Best parameter (CV score=...scikit-learn.org/stable/auto_examples/compose/plot_digits_pipe.html