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Comparing Nearest Neighbors with and without Ne...
An example comparing nearest neighbors classification with and without Neighborhood Components Analysis. It will plot the class decision boundaries given by a Nearest Neighbors classifier when usin...scikit-learn.org/stable/auto_examples/neighbors/plot_nca_classification.html -
Detection error tradeoff (DET) curve — scikit-l...
In this example, we compare two binary classification multi-threshold metrics: the Receiver Operating Characteristic (ROC) and the Detection Error Tradeoff (DET). For such purpose, we evaluate two ...scikit-learn.org/stable/auto_examples/model_selection/plot_det.html -
Plotting Learning Curves and Checking Models’ S...
In this example, we show how to use the class LearningCurveDisplay to easily plot learning curves. In addition, we give an interpretation to the learning curves obtained for a naive Bayes and SVM c...scikit-learn.org/stable/auto_examples/model_selection/plot_learning_curve.html -
make_hastie_10_2 — scikit-learn 1.7.1 documenta...
Gallery examples: Gradient Boosting regularization Demonstration of multi-metric evaluation on cross_val_score and GridSearchCVscikit-learn.org/stable/modules/generated/sklearn.datasets.make_hastie_10_2.html -
Demonstration of k-means assumptions — scikit-l...
the example Clustering text documents using k-means ). In the case...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_assumptions.html -
Elasticsearch retrievers architecture and use-c...
which just bring backs all documents: Pretty straightforward, right?...types: knn - return the top documents from a kNN (k Nearest Neighbor)...www.elastic.co/search-labs/blog/elasticsearch-retrievers-ga-8.16.0 -
Version 0.24 — scikit-learn 1.7.1 documentation
previously didn’t work as documented – or according to reasonable...by Nathan C. . Code and documentation contributors Thanks to everyone...scikit-learn.org/stable/whats_new/v0.24.html -
7.8. Pairwise metrics, Affinities and Kernels —...
computing the similarity of documents represented as tf-idf vectors....-ouvertes.fr/hal-00171412/document On this page This Page...scikit-learn.org/stable/modules/metrics.html -
Support Vector Regression (SVR) using linear an...
Toy example of 1D regression using linear, polynomial and RBF kernels. Generate sample data: Fit regression model: Look at the results: Total running time of the script:(0 minutes 5.400 seconds) La...scikit-learn.org/stable/auto_examples/svm/plot_svm_regression.html -
How to display fields of an Elasticsearch index...
contains the original JSON document body exactly as it was indexed,...specific fields from the source document, implement source filtering...www.elastic.co/search-labs/blog/elasticsearch-index-show-fields