对类别不平衡的分类问题的几种算法实现我要分享

Realization of several algorithms for classification problems with unbalanced categories

类别不平衡 不平衡分类 pnn-adaboost adaboost--matlab Bp—adaboost

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代码分类: 智能算法

开发平台: matlab

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代码描述

中文说明:

对类别不平衡的分类问题的几种算法实现,包括PNN,smote,BP-AdaBoost。


English Description:

The realization of several algorithms for classification problems with unbalanced categories, including PNN, smote, BP AdaBoost


代码预览

SMOTE(PNN%2BAdaboost)

.....................\license.txt

.....................\SMOTE

.....................\.....\bp_adaboost.asv

.....................\.....\bp_adaboost.m

.....................\.....\final_features.mat

.....................\.....\final_mark.mat

.....................\.....\nearestneighbour.m

.....................\.....\newset.m

.....................\.....\PNN.m

.....................\.....\readme.txt

.....................\.....\SMOTE.m

.....................\.....\testdata.mat

.....................\.....\traindata.mat

.....................\SMOTE.zip