ngx-regression-multivariate-linear

ml-regression-multivariate-linear

Multivariate linear regression. [edited for Angular 2+ usage]

Installation

npm install --save ngx-regression-multivariate-linear

API ( See ml-regression-multivariate-linear )

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 'ngx-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]

License

MIT