Skip to main content

Table 1 The Relative Average Depth. This table illustrates the relationship of RAD and the separatedness of two clusters. Two clusters are from normal distribution with mean μ1 = (0, 0)and μ2 = (2, 2). With μ2 changing from (2, 2) to (7, 7), the value of RAD increases from 0.6310 to 0.8081 as cluster 2 moves further away from cluster 1.

From: Robust clustering in high dimensional data using statistical depths

μ 2 (2,2) (3,3) (4,4) (5,5) (6,6) (7,7)
RAD 0.6310 0.7551 0.7864 0.7993 0.8018 0.8081