Table 5.
Summary of the 20 best combinations of Cavbase scoring function, cluster algorithm, and number of output cluster according to the Rand statistic score
| Rand statistic | Cavbase scoring function | Clustering algorithm | Number of output clusters |
|---|---|---|---|
| 1.000 | R1 | rb | 13 |
| 1.000 | R2 | agglo | 13 |
| 0.998 | R3 | rb | 13 |
| 0.997 | R3 | agglo | 14 |
| 0.997 | R2 | agglo | 14 |
| 0.997 | R1 | agglo | 14 |
| 0.997 | R1 | rb | 12 |
| 0.997 | R1 | rbr | 13 |
| 0.996 | R3 | agglo | 15 |
| 0.995 | R2 | rb | 13 |
| 0.995 | R3 | rbr | 13 |
| 0.994 | R3 | rb | 12 |
| 0.994 | R2 | agglo | 12 |
| 0.994 | R1 | agglo | 12 |
| 0.993 | R3 | rbr | 12 |
| 0.993 | R1 | rbr | 12 |
| 0.992 | R1 | agglo | 15 |
| 0.991 | R3 | agglo | 16 |
| 0.991 | R1 | agglo | 13 |
| 0.990 | R3 | agglo | 17 |