MODESEEK

Clustering by mode-seeking

    [LAB,J] = MODESEEK(D,K)

Input
D	Distance matrix or distance dataset (square)
K	Number of neighbours to search for local mode (default: 10)

Output
LAB	Cluster assignments, 1..K
J	Indices of modal samples

Description

A K-NN modeseeking method is used to assign each object to its nearest mode.

Faster and more advanced tools for cluster analysis may be found in the  ClusterTools toolbox.

Reference(s)

1. Cheng, Y. "Mean shift, mode Seeking, and clustering", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 17, no. 8, pp. 790-799, 1995.

See also

mappings, datasets, prkmeans, hclust, kcentres, proxm,