Table 4.
Clusterings compared | |||
Clustering comparison measures [reference] | A-B | A-C | A-D |
Rand [2] | 0.92 | 0.92 | 0.92 |
HA [4] | 0.77 | 0.77 | 0.77 |
Jaccard [5] | 0.70 | 0.70 | 0.70 |
Wallace forward [6] | 0.70 | 0.70 | 0.70 |
Wallace reverse [6] | 1.00 | 1.00 | 1.00 |
Larsen forward [7] | 0.95 | 0.95 | 0.95 |
Larsen reverse [7] | 0.81 | 0.81 | 0.81 |
MH [8] | 0.89 | 0.89 | 0.89 |
Variation of Information [8] | 0.11 | 0.11 | 0.11 |
Van Dongen [9] | 1.00 | 1.00 | 1.00 |
RAR | 0.38 | 0.29 | 0.67 |
Coordinates of the points in the four clusterings (A, B, C and D) of Figure 1 were used to compute RAR and other 10 measures of clustering agreement.