Package Exports
- ml-regression-exponential
- ml-regression-exponential/lib/index.js
- ml-regression-exponential/src/index.js
This package does not declare an exports field, so the exports above have been automatically detected and optimized by JSPM instead. If any package subpath is missing, it is recommended to post an issue to the original package (ml-regression-exponential) to support the "exports" field. If that is not possible, create a JSPM override to customize the exports field for this package.
Readme
regression-exponential
Exponential Regression.
Installation
$ npm i ml-regression-exponential
Usage
This calculates parameters A and B for the equation y = B * e^(A * x).
import { ExponentialRegression } from 'ml-regression-exponential';
const x = [0, 1, 2, 3, 4];
const y = [1.5, 2.5, 3.5, 5.0, 7.5];
const regression = new ExponentialRegression(x, y);
regression.A; // 0.391202
regression.B; // 1.579909
regression.predict(2); // 3.454825
regression.toString(3); // f(x) = 1.58 * exp(0.391 * x)