sbrbot/mlr

PHP library for calculating Multivariate Linear Regression

Multivariate Linear Regression

This is a simple Multivariate Linear Regression library implemented in PHP., _(*1)

Using known regression formula: (X^TX)^-1X^TY it calculates linear coefficients and prediction., _(*2)

require 'MLR.php';

// x1,x2,x3
// input variables (matrix)
$X=[[1,3,3],
    [2,3,1],
    [2,4,2],
    [3,3,4]];

// target variable (vector)
$Y=  [[3],
      [2],
      [4],
      [3]];

// prediction for (matrix)
// x1,x2,x3
$Z=[[2,3,3]];

// instantiate and calculate coefficients
$MLR=new MLR($X,$Y);

// fetch coefficients (if needed)
$Coefficients=$MLR->getCoefficients();

// predict values for given input variable(s)
$Prediction=$MLR->getPrediction($Z);

As simple as that!, _(*3)