Generic example code and generic function for random forests

example code and generic function for random forests (checks out of bag errors and leaf size)
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Mise à jour 12 juil. 2017

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This submission has simple examples and a generic function for random forests (checks out of bag errors, number of leaf nodes and estimates feature importance).
The example loads sample data and performs classification using random forests. This has code adapted from MATLAB documentation at http://au.mathworks.com/help/stats/treebagger.html
and from https://uk.mathworks.com/help/stats/ensemble-methods.html#bsx62vu
Downloads a breast cancer data from the UCI repository to perform regression
http://archive.ics.uci.edu/ml/machine-learning-databases/breast-cancer-wisconsin/breast-cancer-wisconsin.names

Citation pour cette source

Dr. Soumya Banerjee (2026). Generic example code and generic function for random forests (https://fr.mathworks.com/matlabcentral/fileexchange/63698-generic-example-code-and-generic-function-for-random-forests), MATLAB Central File Exchange. Extrait(e) le .

Compatibilité avec les versions de MATLAB
Créé avec R2016b
Compatible avec toutes les versions
Plateformes compatibles
Windows macOS Linux
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En savoir plus sur Statistics and Machine Learning Toolbox dans Help Center et MATLAB Answers

POWERFUL_RANDOMFOREST_UPLOAD/

POWERFUL_RANDOMFOREST_UPLOAD/html/

Version Publié le Notes de version
1.1.0.0

updated link to UCI repository

1.0.0.0