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Novelty detection with Local Outlier Factor (LO...
The Local Outlier Factor (LOF) algorithm is an unsupervised anomaly detection method which computes the local density deviation of a given data point with respect to its neighbors. It considers as ...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_novelty_detection.html -
Geospatial distance search with ES|QL - Elastic...
remaining documents. Calculate the distance for each document (since...distance only for the remaining documents, which is a much smaller set....www.elastic.co/search-labs/blog/esql-geospatial-distance-search -
Plot the decision surface of decision trees tra...
Plot the decision surface of a decision tree trained on pairs of features of the iris dataset. See decision tree for more information on the estimator. For each pair of iris features, the decision ...scikit-learn.org/stable/auto_examples/tree/plot_iris_dtc.html -
Release Highlights for scikit-learn 1.3 — sciki...
We are pleased to announce the release of scikit-learn 1.3! Many bug fixes and improvements were added, as well as some new key features. We detail below a few of the major features of this release...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_3_0.html -
SVM-Anova: SVM with univariate feature selectio...
This example shows how to perform univariate feature selection before running a SVC (support vector classifier) to improve the classification scores. We use the iris dataset (4 features) and add 36...scikit-learn.org/stable/auto_examples/svm/plot_svm_anova.html -
3.3. Tuning the decision threshold for class pr...
Classification is best divided into two parts: the statistical problem of learning a model to predict, ideally, class probabilities;, the decision problem to take concrete action based on those pro...scikit-learn.org/stable/modules/classification_threshold.html -
single_source_shortest_path_length — scikit-lea...
Skip to main content Back to top Ctrl + K GitHub Choose version single_source_shortest_path_length # sklearn.utils.gr...scikit-learn.org/stable/modules/generated/sklearn.utils.graph.single_source_shortest_path_length.... -
inplace_csr_row_normalize_l2 — scikit-learn 1.7...
Skip to main content Back to top Ctrl + K GitHub Choose version inplace_csr_row_normalize_l2 # sklearn.utils.sparsefu...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs_fast.inplace_csr_row_normaliz... -
Lasso, Lasso-LARS, and Elastic Net paths — scik...
This example shows how to compute the “paths” of coefficients along the Lasso, Lasso-LARS, and Elastic Net regularization paths. In other words, it shows the relationship between the regularization...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_lasso_lars_elasticnet_path.html -
Universal workplace search — Search all your to...
documents, and generative AI output...right users. Search template Document level security POST _appl...www.elastic.co/enterprise-search/workplace-search