KMeans
API reference for KMeans
Clusters.KMeans
constructor (n_clusters: number = 2, opt_ratio: number = 0.05, initCenters?: number[][], max_iter: number = 30)
props name | type | default value |
---|---|---|
n_clusters | number | 2 |
opt_ratio | number | 0.05 |
initCenters | number[][] | undefined |
max_iter | number | 30 |
const X = [
[0, 0],
[0.5, 0],
[0.5, 1],
[1, 1],
];
const sampleWeights = [3, 1, 1, 3];
const initCenters = [[0, 0], [1, 1]];
const kmeans = new KMeans(2, 0.05, initCenters);
const result = kmeans.fitPredict(X, sampleWeights);