Figure 1

Convergence of GenClust. Experimental convergence of GenClust on each of the five data sets. The x-coordinate gives the number of iterations and the y-coordinate the value of the total internal variance (2). For each data set, the experiment was performed by asking the algorithm to return a clustering solution with a number of clusters equal to the number of classes in the true solution, for each data set.