ml-regression-theil-sen

2.0.0 • Public • Published

regression-theil-sen

NPM version build status npm download

Method for robust fitting a line to a set of points.

Installation

$ npm i ml-regression-theil-sen

Usage

import TheilSenRegression from 'ml-regression-theil-sen';
 
var inputs = [1, 2, 3, 4, 5, 6, 7, 8, 9];
var outputs = [2, 3, 4, 20, 6, 7, 8, 9, 10];
 
var regression = new TheilSenRegression(inputs, outputs);
var y = regression.predict(85);
 
=== 85;
regression.toString(3) === 'f(x) = x + 1.00';

API Documentation

The method is well explained on this article.

License

MIT

/ml-regression-theil-sen/

    Package Sidebar

    Install

    npm i ml-regression-theil-sen

    Weekly Downloads

    16,394

    Version

    2.0.0

    License

    MIT

    Unpacked Size

    11.2 kB

    Total Files

    7

    Last publish

    Collaborators

    • mljs-bot
    • stropitek
    • targos
    • lpatiny
    • maasencioh
    • jeffersonh44
    • andcastillo
    • ml-bot