Training+Courseware 源代码

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% demoPSOnet.m % script to show a quick, uncomplicated demo of using trainpso for training % a neural net % % tries to build a…

使用环境：7.0以上版本 >>edit svmtrain >>edit svmclassify >>edit svmpredict function [svm_struct, svIndex] = svmtrain(training, gr…

Libsvm is a simple, easy-to-use, and efficient software for SVM classification and regression. It solves C-SVM classification, nu-…

%FFNC Feed-forward neural net classifier back-end % % [W,HIST] = FFNC (ALG,A,UNITS,ITER,W_INI,T,FID) % % INPUT % ALG Trainin…

function W = som(a,k,nrruns,eta,h) %SOM Simple routine computing a Self-Organizing Map (SOM) % % W = SOM(X,K) % % …

%BAGGINGC Bootstrapping and aggregation of classifiers % % W = BAGGINGC (A,CLASSF,N,ACLASSF,T) % % INPUT % A Traini…

%PREX_SOM PRTools example on training SelfOrganizing Maps % % Show the training and plotting of 1- or 1-D Self-Organizing Maps. …

%KNN_MAP Map a dataset on a K-NN classifier % % F = KNN_MAP(A,W) % % INPUT % A Dataset % W K-NN classifier trained by KNN…

%WEAKC Weak Classifier % % [W,V] = WEAKC(A,ALF,ITER,R) % VC = WEAKC(A,ALF,ITER,R,1) % % INPUT % A Dataset % ALF …