Validity Tests in Cluster Analysis Using a Probabilistic Teacher Algorithm
Gilles Celeux · COMPSTAT · 1986
It is well known that widely used clustering algorithms are related with the Gaussian mixture problem. Now, we have developed a probabilistic teacher algorithm for the mixture problem. In this paper, we develop validity tests in cluster analysis using the properties of this algorithm and we present some applications of these tests.