Plotted different clustering algorithms. As one would expect, k-means does the best, and it's BIC optimal model (BOM) is at 200 states vs. 250 for the k-centers and k-medoids. this corresponds to a flatter and earlier reached plateau. @rmcgibbo I need help making the bic/likelihood plots for these clusterings prettier. Any ideas?