Overall Performance when Detecting Clustering on 50 synthetic data sets

Rank Method Percentage Errors

1 GAM/K 14%

2 CAS 16%

3 Cuzick-Edwards Revised 24%

4 ISD Revised 28%`

5 ISD Original 30%

6 Cuzick-Edwards Original 32%

7 Potthoff-Whittingham 34%

8 Besag-Newell 40%

9 Diggle-Morris 46%