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Elasticsearch for Apache Hadoop version 8.2.0 |...
2.1 Elasticsearch for Apache Hadoop...Elasticsearch for Apache Hadoop version 8.2.0 IMPORTANT : This documentation...www.elastic.co/guide/en/elasticsearch/hadoop/8.19/eshadoop-8.2.0.html -
Release Highlights for scikit-learn 1.5 —...
nothing; each false negative costs 2; each false positive costs 0.1...."all" ) . ravel () return tp - 2 * fn - 0.1 * fp print ( "Untuned...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html -
Scikit-learn governance and decision-making ...
The purpose of this document is to formalize the governance process used by the scikit-learn project, to clarify how decisions are made and how the various elements of our community interact. This ...scikit-learn.org/stable/governance.html -
Comparison of F-test and mutual information ...
This example illustrates the differences between univariate F-test statistics and mutual information. We consider 3 features x_1, x_2, x_3 distributed uniformly over [0, 1], the target depends on t...scikit-learn.org/stable/auto_examples/feature_selection/plot_f_test_vs_mi.html -
Demo of affinity propagation clustering algorit...
Reference: Brendan J. Frey and Delbert Dueck, “Clustering by Passing Messages Between Data Points”, Science Feb. 2007 Generate sample data: Compute Affinity Propagation: Plot result: Total running ...scikit-learn.org/stable/auto_examples/cluster/plot_affinity_propagation.html -
Elasticsearch for Apache Hadoop version 8.14.2 ...
2 ES-Hadoop 8.14.2 is a version compatibility...for Apache Hadoop version 8.14.2 IMPORTANT : This documentation...www.elastic.co/guide/en/elasticsearch/hadoop/8.19/eshadoop-8.14.2.html -
Displaying estimators and complex pipelines ...
('pipeline-2', Pipeline(steps=[('...[('pipeline-1', ...), ('pipeline-2', ...)] remainder 'drop'...scikit-learn.org/stable/auto_examples/miscellaneous/plot_estimator_representation.html -
1.13. Feature selection — scikit-learn 1....
2. Univariate feature selection...SelectKBest ( f_classif , k = 2 ) . fit_transform ( X , y ) >>>...scikit-learn.org/stable/modules/feature_selection.html -
Visualizing the stock market structure — ...
2.7825594 , 5.27499706, 10. ]))...verbose False eps np.float64(2....049250313e-16) assume_centered ...scikit-learn.org/stable/auto_examples/applications/plot_stock_market.html -
Classification of text documents using sparse f...
(training set) 1353 documents - 2.87MB (test set) 4 categories vectorize...= RidgeClassifier ( tol = 1e-2 , solver = "sparse_cg"...scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html