ml-kernel-polynomial
Version:
The polynomial kernel
37 lines (23 loc) • 1 kB
Markdown
# ml-kernel-polynomial
[![NPM version][npm-image]][npm-url]
[![build status][travis-image]][travis-url]
[![npm download][download-image]][download-url]
The polynomial kernel.
## Installation
`$ npm i ml-kernel-polynomial`.
## Usage
### new PolynomialKernel(options)
**Options**:
- `degree` - degree of the polynomial (default: 1).
- `constant` - polynomial constant (default: 1).
- `scale` - polynomial scale (default: 1).
### kernel.compute(x, y)
Returns the dot product between `x` and `y` in feature space.
## License
[MIT](./LICENSE)
[npm-image]: https://img.shields.io/npm/v/ml-kernel-polynomial.svg?style=flat-square
[npm-url]: https://npmjs.org/package/ml-kernel-polynomial
[travis-image]: https://img.shields.io/travis/mljs/kernel-polynomial/master.svg?style=flat-square
[travis-url]: https://travis-ci.org/mljs/kernel-polynomial
[download-image]: https://img.shields.io/npm/dm/ml-kernel-polynomial.svg?style=flat-square
[download-url]: https://npmjs.org/package/ml-kernel-polynomial