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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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

Cita come

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

Categorie

Scopri di più su Statistics and Machine Learning Toolbox in Help Center e MATLAB Answers

Informazioni generali

Compatibilità della release di MATLAB

  • Compatibile con qualsiasi release

Compatibilità della piattaforma

  • Windows
  • macOS
  • Linux
Versione Pubblicato Note della release Action
1.1.0.0

updated link to UCI repository

1.0.0.0