Awesome Open Source
Awesome Open Source

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);

y === 85;
regression.toString(3) === 'f(x) = x + 1.00';

API Documentation

The method is well explained on this article.

License

MIT


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Javascript (1,117,147