Adaboost

Adaboost for classification

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This is a Matlab implementation of Adaboost for binary classification. The weak learner is kmeans. The reason why this weaker learner is used is that this is the one of simplest learner that works for both discrete and continues data. I make the code very succinct so that it is easy to read and learn how Adaboost works.
This package is now a part of the PRML toolbox (http://www.mathworks.com/matlabcentral/fileexchange/55826-pattern-recognition-and-machine-learning-toolbox).

Citation pour cette source

Mo Chen (2026). Adaboost (https://fr.mathworks.com/matlabcentral/fileexchange/55880-adaboost), MATLAB Central File Exchange. Extrait(e) le .

Remerciements

Inspiré par : Pattern Recognition and Machine Learning Toolbox

Informations générales

Compatibilité avec les versions de MATLAB

  • Compatible avec toutes les versions

Plateformes compatibles

  • Windows
  • macOS
  • Linux
Version Publié le Notes de version Action
1.0.0.0