Multivariate linear regression.
npm install --save ml-regression-multivariate-linear
Arguments
x
: Matrix containing the inputsy
: Matrix containing the outputs
Options
intercept
: boolean indicating if intercept terms should be computed (default: true)statistics
: boolean for calculating and returning regression statistics (default: true)
import MLR from 'ml-regression-multivariate-linear';
const x = [[0, 0], [1, 2], [2, 3], [3, 4]];
// Y0 = X0 * 2, Y1 = X1 * 2, Y2 = X0 + X1
const y = [[0, 0, 0], [2, 4, 3], [4, 6, 5], [6, 8, 7]];
const mlr = new MLR(x, y);
console.log(mlr.predict([3, 3]));
// [6, 6, 6]