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The YAN-PRTools matlab toolbox now includes 40 common pattern recognition algorithms: 
Feature processing 
mat2ftvec : Transform sample matrices to a feature matrix 
zscore : feature normalization 
pca : PCA 
kpca : KPCA 
lda : LDA 
Classification 
lr : Logistic regression 
softmax : Softmax 
svm : Wrapper of libsvm 
rf : Random forest 
knn : K nearest neighbors 
gauss : Wrapper of Matlab’s classify function, including methods like naive Bayes, fitting normal density function, Mahalanobis distance, etc. 
boost : AdaBoost with stump weak classifier 
tree : Wrapper of Matlab’s tree classifier 
ann : Wrapper of the artificial neural networks in Matlab 
elm : Basic extreme learning machine |   
 
 
 
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