clustering

K-means in JavaScript

Installation

npm install ml-kmeans

Returns an object containing the following:

clusters: array of cluster indexes for the training dots.
centroids: array of calculated centroids.
iterations: array of clusters and centroids calculated during each iteration. It's optional, only included when withIter is set to true (see below).

Arguments

data: An array of the (x,y) points to cluster, represented also as an array.
centers: An array of the K centers in format (x,y), represented also as an array.
props: A property object that can be used to set some parameters:
- maxIter: Maximum number of iterations allowed. Its default is 100.
- tol: The numerical error tolerance. Its default is 1e-6.
- withIter: If true it adds an iterations property in the returned object. Its default is false.

$ npm install
$ npm test