HDBScan
API reference for HDBScan
Clusters.HDBScan
constructor(
min_cluster_size: number = 5,
min_samples: number | null = null,
cluster_selection_epsilon: number = 0.5,
metric: Distance.IDistanceType = 'euclidiean'
)fitPredict(samplesX: number[][]): number[] returns cluster labels. Noise points are marked as -1.
This is a simplified implementation that internally calls DBSCAN using cluster_selection_epsilon as the eps parameter.
const hdb = new HDBScan(5, null, 0.6);
const labels = hdb.fitPredict(X);