混合方法来处理多类问题ECOC结合演算法我要分享

Hybrid approach for handling the multi class probl

matlab

关注次数: 222

下载次数: 0

文件大小: 200.88 kB

代码分类: 其他

开发平台: matlab

下载需要积分: 2积分

版权声明:如果侵犯了您的权益请与我们联系,我们将在24小时内删除。

代码描述

中文说明:若要解决多类问题纠错输出编码结合 Adaboost prouve 其鲁棒性,以处理这些问题。作为编码矩阵 M * N 定义、 被 M 是班级,数目,N 是弱分类器的数目。每一行表示为类码字。矩阵是用 OneVsOne 方法,编码和解码海明距离。Adaboost 被定义为促进弱分类器。


English Description:

To resolve the multi-class problems ECOC combine with Adaboost prouve their robustness to deal with these problems.As coding Matrix M*N define, were M is the number of classes, and N is the number of weak classifiers. each row represent a codeword for the class.  the matrix is encoding with OneVsOne method,And decoding with Hamming distance. Adaboost is defined to boosting the weak classifiers. 


代码预览