ml-regression-multivariate-linear
Multivariate linear regression.
Installation
npm install --save ml-regression-multivariate-linear
API
new MLR(x, y[, options])
Arguments
-
x: Matrix containing the inputs -
y: 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)
Usage
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]