https://github.com/andrelmlins/rbf-dda

Radial Basis Function (RBF) with Dynamic Decay Adjustment (DDA) algorithm
https://github.com/andrelmlins/rbf-dda

algorithm classification-algorithm dda neural-network rbf

Last synced: about 7 hours ago
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Radial Basis Function (RBF) with Dynamic Decay Adjustment (DDA) algorithm

• Host: GitHub
• URL: https://github.com/andrelmlins/rbf-dda
• Owner: andrelmlins
• License: mit
• Created: 2020-02-17T23:15:58.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-06-05T22:51:28.000Z (over 4 years ago)
• Last Synced: 2024-11-11T11:47:24.288Z (5 days ago)
• Topics: algorithm, classification-algorithm, dda, neural-network, rbf
• Language: TypeScript
• Size: 9.77 KB
• Stars: 3
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# RBF DDA

Radial Basis Function (RBF) with Dynamic Decay Adjustment (DDA) algorithm.

[![npm version](https://badge.fury.io/js/rbf-dda.svg)](https://www.npmjs.com/package/rbf-dda) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://github.com/andrelmlins/rbf-dda/blob/master/LICENSE) [![Build Status](https://travis-ci.com/andrelmlins/rbf-dda.svg?branch=master)](https://travis-ci.com/andrelmlins/rbf-dda)

## Install

```

npm install rbf-dda

```

or

```

yarn add rbf-dda

```

## Usage

```js

const RBFDDA = require("rbf-dda");

const points = [

  [5.1, 3.5, 1.4, 0.2],

  [5.5, 2.6, 4.4, 1.2],

  [4.7, 3.2, 1.3, 0.2],

  [7.1, 3.0, 5.9, 2.1],

  [6.3, 2.5, 4.9, 1.5]

];

const classes = [

  "Iris-setosa",

  "Iris-versicolor",

  "Iris-setosa",

  "Iris-virginica",

  "Iris-versicolor"

];

const rbfdda = new RBFDDA(points, classes);

rbfdda.training();

const classValue = rbfdda.classification([5.8, 2.6, 4.0, 1.2]);

console.log(classValue); // => Iris-versicolor

```

## NPM Statistics

Download stats for this NPM package

[![NPM](https://nodei.co/npm/rbf-dda.png)](https://nodei.co/npm/rbf-dda/)

## License

RBF DDA is open source software [licensed as MIT](https://github.com/andrelmlins/rbf-dda/blob/master/LICENSE).