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Plot classification boundaries with different S...
This example shows how different kernels in a SVC(Support Vector Classifier) influence the classification boundaries in a binary, two-dimensional classification problem. SVCs aim to find a hyperpla...scikit-learn.org/stable/auto_examples/svm/plot_svm_kernels.html -
11. Common pitfalls and recommended practices —...
The purpose of this chapter is to illustrate some common pitfalls and anti-patterns that occur when using scikit-learn. It provides examples of what not to do, along with a corresponding correct ex...scikit-learn.org/stable/common_pitfalls.html -
1.8. Cross decomposition — scikit-learn 1.7.0 d...
The cross decomposition module contains supervised estimators for dimensionality reduction and regression, belonging to the “Partial Least Squares” family. Cross decomposition algorithms find the f...scikit-learn.org/stable/modules/cross_decomposition.html -
1.15. Isotonic regression — scikit-learn 1.7.0 ...
The class IsotonicRegression fits a non-decreasing real function to 1-dimensional data. It solves the following problem:\min \sum_i w_i (y_i - \hat{y}_i)^2 subject to\hat{y}_i \le \hat{y}_j wheneve...scikit-learn.org/stable/modules/isotonic.html -
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individual documents, or across multiple documents using document APIs....security Document-level security restricts the documents that users...www.elastic.co/elasticsearch/features -
haversine_distances — scikit-learn 1.7.0 docume...
Skip to main content Back to top Ctrl + K GitHub Choose version haversine_distances # sklearn.metrics.pairwise. haver...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.haversine_distances.html -
robust_scale — scikit-learn 1.7.0 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version robust_scale # sklearn.preprocessing. robust_scale ( ...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.robust_scale.html -
dict_learning — scikit-learn 1.7.0 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version dict_learning # sklearn.decomposition. dict_learning ...scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning.html -
ridge_regression — scikit-learn 1.7.0 documenta...
Skip to main content Back to top Ctrl + K GitHub Choose version ridge_regression # sklearn.linear_model. ridge_regres...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ridge_regression.html -
quantile_transform — scikit-learn 1.7.0 documen...
Gallery examples: Effect of transforming the targets in regression modelscikit-learn.org/stable/modules/generated/sklearn.preprocessing.quantile_transform.html