summary {Modalclust}

Summary of HMAC output

Description

Gives the summary of output of a 'hmac' object.

Usage

## S3 method for class 'hmac'
summary(object,...)

Arguments

object

The output of HMAC analysis. An object of class 'hmac'.

...

further arguments passed to or from other methods.

Author(s)

Surajit Ray and Yansong Cheng

References

Li. J, Ray. S, Lindsay. B. G, "A nonparametric statistical approach to clustering via mode identification," Journal of Machine Learning Research , 8(8):1687-1723, 2007.

Lindsay, B.G., Markatou M., Ray, S., Yang, K., Chen, S.C. "Quadratic distances on probabilities: the foundations," The Annals of Statistics Vol. 36, No. 2, page 983–1006, 2008.

See Also

phmac for front end of using modal clustering and also for parallel implementation of modal clustering.

Examples

data(disc2d.hmac)
summary(disc2d.hmac)