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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Actualizado 12 jul 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

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Dr. Soumya Banerjee (2024). Generic example code and generic function for random forests (https://www.mathworks.com/matlabcentral/fileexchange/63698-generic-example-code-and-generic-function-for-random-forests), MATLAB Central File Exchange. Recuperado .

Compatibilidad con la versión de MATLAB
Se creó con R2016b
Compatible con cualquier versión
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Más información sobre Statistics and Machine Learning Toolbox en Help Center y MATLAB Answers.

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POWERFUL_RANDOMFOREST_UPLOAD/

POWERFUL_RANDOMFOREST_UPLOAD/html/

Versión Publicado Notas de la versión
1.1.0.0

updated link to UCI repository

1.0.0.0