Figure 3: Mis-classification rate (A) and average similarity among objects within clusters (B) function of neighbourhood size as a function of neighbourhood size. Results for solutions obtained with more than 30 sub-partitions are not shown in (A) because samples were frequently concentrated in a single cluster (chaining). Trials incorporating an agglomeration phase (a >15) were performed using a weighted single linkage function.