Generic example code and generic function for random forests

버전 1.1.0.0 (71.6 KB) 작성자: Dr. Soumya Banerjee
example code and generic function for random forests (checks out of bag errors and leaf size)
다운로드 수: 776
업데이트 날짜: 2017/7/12

라이선스 보기

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

인용 양식

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

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개발 환경: R2016b
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카테고리
Help CenterMATLAB Answers에서 Statistics and Machine Learning Toolbox에 대해 자세히 알아보기

POWERFUL_RANDOMFOREST_UPLOAD/

POWERFUL_RANDOMFOREST_UPLOAD/html/

버전 게시됨 릴리스 정보
1.1.0.0

updated link to UCI repository

1.0.0.0