PCRTest.cpp File Reference

#include <iostream>
#include <cosan/data/CosanData.h>
#include <cosan/model/CosanPrincipalComponentRegression.h>

Go to the source code of this file.

Functions
int	main ()

Variables
s typedef double	db

Function Documentation

main()

int main

(

)

Definition at line 13 of file PCRTest.cpp.

           {
   Cosan::CosanRawData<db> CD("./example_data/toy/X.csv","./example_data/toy/y.csv");
   gsl::index ncomp = 4;
   Cosan::CosanPrincipalComponentRegression<db> CRRwBias(ncomp);
   CRRwBias.fit(CD.GetInput(),CD.GetTarget());
   std::cout<<CRRwBias.GetBeta()<<std::endl;
   std::cout<<(CRRwBias.predict(CD.GetInput())-CD.GetTarget()).norm()<<std::endl;   
    return 0;
}

Variable Documentation

db

s typedef double db

Definition at line 12 of file PCRTest.cpp.