M5data

A bivariate data set obtained from three normal bivariate distributions with different scales and proportions 1:2:2. One of the components is very overlapped with another one. A 10% background noise is added uniformly distributed in a rectangle containg the three normal components and not very overlapped with the three mixture components. A precise description of the M5 data set can be found in Garc�a-Escudero et al. (2007).

Heinrich Fritz

tclust

Robust Trimmed Clustering

M5data function

encoding

The first two columns are the two variables. The last column is the true classification vector where symbol "0" stands for the contaminating data points.

format

Garc�a-Escudero, L.A.; Gordaliza, A.; Matr�n, C. and Mayo-Iscar, A. (2008), "A General Trimming Approach to Robust Cluster Analysis". Annals of Statistics, Vol.36, pp. 1324-1345. Technical report available at http://www.eio.uva.es/inves/grupos/representaciones/trTCLUST.pdf

M5data: Mixture M5 Data

Description

Usage

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format

source