ml-regression-multivariate-linear

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[![build status][ci-image]][ci-url]
[![npm download][download-image]][download-url]

Multivariate linear regression.

Installation

npm install --save ml-regression-multivariate-linear

API

$3

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

``js
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]
``

License

MIT

[npm-image]: https://img.shields.io/npm/v/ml-regression-multivariate-linear.svg
[npm-url]: https://npmjs.org/package/ml-regression-multivariate-linear
[ci-image]: https://github.com/mljs/regression-multivariate-linear/workflows/Node.js%20CI/badge.svg?branch=master
[ci-url]: https://github.com/mljs/regression-multivariate-linear/actions?query=workflow%3A%22Node.js+CI%22
[download-image]: https://img.shields.io/npm/dm/ml-regression-multivariate-linear.svg
[download-url]: https://npmjs.org/package/ml-regression-multivariate-linear