zhang-wenwen / tutorial_traditionalregression

This is a typical tutorial for multiple classification

Course project, tutorial and practice for multi-classification problem. To run different machine learning methods, refer to following files. Part of the code has referred to function in [1].

LDA : ./wine_LDA.m

PCA: ./wine_PCA.m

KLDA: KLDA and LDA are in the same directory, call KLDA_proj_reduce in LDA get results.

KPCA:./FinalKPCA.m

SVM:SVMWine.m

FCM: FCMWine.m

LogicRegression:logicRe.m

ANN:myann.m

Reference

[1]. Li, Xiaoyang, Comparison of Feature Reduction Approaches and Classification Approaches for Pattern Recognition (March 23, 2016). Available at SSRN: https://ssrn.com/abstract=3659735 or http://dx.doi.org/10.2139/ssrn.3659735