I search for clustering algo to cluster into groups without considering about number of groups. I found AP algo which needn't choose the number of clusters. In my experiments, AP cluster well without choosing any parameters. But I'm not sure any corner case which will caused clustering worse. Does anyone try AP and found some side-effect? or the way to tune parameters? thx