test_kmeansperceptron.cpp

 
#include <iostream>
#include <Pds/Ra>
#include <Pds/Ml>
    
int main(void)
{
    Pds::Matrix W="1 2 1\n2 4 3";
    Pds::Matrix C="-2 1 \n2 -4";
    Pds::Vector x="2 -3";
    
    Pds::KmeansPerceptron KN1;
    Pds::KmeansPerceptron KN2(W,C);
    
    KN1.Print("\nKN1:\n");
    KN2.Print("\nKN2:\n");
 
    std::cout<<"KN2.Predict(x):"<<KN2.Predict(x)<<"\n";
    std::cout<<"Pds::Sigmoid(1):"<<Pds::Sigmoid(1)<<"\n";
    
    std::string filename_w="filedat_w.txt";
    std::string filename_c="filedat_c.txt";
    std::string filename_o="filedat_o.txt";
    
    KN2.ExportFile(filename_w,filename_c,filename_o);
    
    Pds::KmeansPerceptron KN3(filename_w,filename_c,filename_o);
    KN3.Print("\nKN3:\n");
    
    return 0;
}