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OOB Errors for Random Forests — scikit-learn 1....
The RandomForestClassifier is trained using bootstrap aggregation, where each new tree is fit from a bootstrap sample of the training observations z_i = (x_i, y_i). The out-of-bag(OOB) error is the...scikit-learn.org/stable/auto_examples/ensemble/plot_ensemble_oob.html -
Comparing Linear Bayesian Regressors — scikit-l...
This example compares two different bayesian regressors: a Automatic Relevance Determination - ARD, a Bayesian Ridge Regression. In the first part, we use an Ordinary Least Squares(OLS) model as a ...scikit-learn.org/stable/auto_examples/linear_model/plot_ard.html -
Plot the support vectors in LinearSVC — scikit-...
Unlike SVC (based on LIBSVM), LinearSVC (based on LIBLINEAR) does not provide the support vectors. This example demonstrates how to obtain the support vectors in LinearSVC. Total running time of th...scikit-learn.org/stable/auto_examples/svm/plot_linearsvc_support_vectors.html -
SVM: Weighted samples — scikit-learn 1.5.2 docu...
Plot decision function of a weighted dataset, where the size of points is proportional to its weight. The sample weighting rescales the C parameter, which means that the classifier puts more emphas...scikit-learn.org/stable/auto_examples/svm/plot_weighted_samples.html -
type_of_target — scikit-learn 1.5.2 documentation
Skip to main content Back to top Ctrl + K GitHub type_of_target # sklearn.utils.multiclass. type_of_target ( y , inpu...scikit-learn.org/stable/modules/generated/sklearn.utils.multiclass.type_of_target.html -
bootstrap.js
document)||window.document).documentElement}function...on(){document.body.scrollTop=0,document.documentElement.scro...scikit-learn.org/stable/_static/scripts/bootstrap.js -
Version 1.0 — scikit-learn 1.5.2 documentation
previously didn’t work as documented – or according to reasonable...these functions were not documented and part from the public...scikit-learn.org/stable/whats_new/v1.0.html -
Multiclass sparse logistic regression on 20newg...
logistic regression to classify documents from the newgroups20 dataset....scikit-learn.org/stable/auto_examples/linear_model/plot_sparse_logistic_regression_20newsgroups.html -
Elasticsearch 8.8 introduces out-of-the-box sem...
(and the existence) of each document in each of the result sets....inherent filter — most of the documents will not contain any of the...www.elastic.co/blog/whats-new-elasticsearch-8-8-0 -
The Johnson-Lindenstrauss bound for embedding w...
on the 20 newsgroups text document (TF-IDF word frequencies)...newsgroups dataset some 300 documents with 100k features in total...scikit-learn.org/stable/auto_examples/miscellaneous/plot_johnson_lindenstrauss_bound.html