Multiple Linear Regression in C++.

This Repo is for desktop client. For Android Repo visit below link.

Android Application Repository : https://github.com/sonic-onkaringale/Multiple-Linear-Regression-Android-App-using-JNI-Cpp-Calls

Installation :

1. Download the zip of this repository.

2. Include the header file

   #include "LinearReg.h"

3. Enjoy :)

Usage :

#include <iostream>
#include "LinearReg.h"

using namespace dataset;
using namespace linearreg;
using namespace std;

int main()
{
    Dataset self("C:/Users/Onkar Ingale/Desktop/Drills/ML/Matrix/Startups.csv");
    self.X_train("R&D Spend","Administration","Marketing Spend");
    self.Y_train("Profit");
    LinearReg reg(self);
    cout<<"\n Intercept(Beta 0) : "<<reg.intercept()<<endl<<"\n Coefficients : "<<reg.coef();
    cout<<"\n R2 SCORE :";
    reg.r2_score();
    return 0;
}

Class LinearReg

Class Dataset

Class Matrix