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RSKC (version 2.1)

Robust sparse K-means

Description

Robust sparse \emph{K}-means.

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Version

Install

install.packages('RSKC')

Monthly Downloads

954

Version

2.1

License

GPL (>= 2)

Maintainer

Yumi Kondo

Last Published

February 14th, 2013

Functions in RSKC (2.1)

optd

Optical Recognition of Handwritten Digits of Frank A, Asuncion A (2010).
condProb

Compute the sensitivities (probability of true positive) of each cluster
RSKC

Robust Sparse K-means
Clest

An implementation of Clest with robust sparse K-means. CER is used as a similarity measure.
RSKC-internal

Internal RSKC functions
DutchUtility

Multiple Features Data Set of Robert P.W. Duin.
revisedsil

The revised silhouette
CER

Classification Error Rate (CER)