The entropy criterion NEC showed good performances for choosing the number
of clusters arising from a mixture model. But it was not valid to decide be
tween one and more than one clusters. This note presents a natural extensio
n of this criterion to deal with this situation. Illustrative experiments e
xhibit good behavior of this modified entropy criterion. (C) 1999 Elsevier
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