k-means Clustering

K-means clustering.

Options

• data | object (required): object of value arrays. Default: none.
• variables | array<string> (required): names of variables used for clustering. Default: none.
• K | number: number of clusters. Default: 3.
• elbowPlot | boolean: boolean indicating whether to include the elbow plot. Default: false.
• initialization | string: initialization method (kmeans++, random, or mostDistant). Default: 'kmeans++'.
• onResult | function: callback invoked with model object. Default: onResult() {}.

Examples

Live Editor

<KMeans data={heartdisease} variables={[ 'Age', 'Cost' ]} />

<KMeans 
    data={heartdisease} 
    variables={[ 'Age', 'Cost' ]}
/>

Result

ReferenceError: Provider is not defined