Calculation procedure of the two step clustering. a) Schematic diagram of our clustering method. The second step needs two types of parameters, cluster centroid vector and number of elements of each cluster, calculated in the first step. b) Detail of the link algorithm. Each cluster calculated in the first step is connected by our method. This figure is an example of the use of the average-linkage algorithm for the second step clustering.