optimal_K: optimal_K

In sp2019-antibiotics/semiparclust: ECOFF Using Semi-Parametric Clustering

Description

Assesses the optimal number of components GMM.

Usage

optimal_K(data, max_comp, criterion, take_resist = F)

Arguments

data	binned data
max_comp	the maximal K which should be tried, function will try 1:max comp values of
criterion	which criterion should be used, one can choose either AIC or BIC
take_resist	logical, whether resistant observations - first column of the data - should be used, default is FALSE

Value

• opt: optimal K - number of components which minimize chosen information criterion for the given data set

sp2019-antibiotics/semiparclust documentation built on Nov. 5, 2019, 9:14 a.m.