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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更新时间 2017/7/12

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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

引用格式

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. 检索来源 .

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POWERFUL_RANDOMFOREST_UPLOAD/

POWERFUL_RANDOMFOREST_UPLOAD/html/

版本 已发布 发行说明
1.1.0.0

updated link to UCI repository

1.0.0.0