Dataset | Rand index | Randomizations | Clustering | Total execution time (runs) |
---|---|---|---|---|
CATH folds | 0.996 | 4.3 s | 1.8 s | 25 s |
300 2D Vectors | 0.960 | 8 s | 2 s | 40 s |
450 2D Vectors | 1.000 | 25 s | 8 s | 2 m 38 s |
1500 2D Vectors | 0.958 | 13 m 22 s | 5 m 47s | 1 h 22 m |
3000 2D Vectors | 0.949 | 2 h 24 m 27 s | 1 h 14 m 38 s | 12 h |
5000 2D Vectors | 0.986 | 11 h 35 m 30 s | 5 h 20 m 20 s | 81 h 50 m 30 s |
Density Dataset | 0.976 | 6 m 20 s | 2 m 15 s | 36 m |
1500 Supervised | 0.958 | - | 1 m 50 s | 2 m 57 s |
3000 Supervised | 0.951 | - | 12 m 20 s | 20 m 39 s |
5000 Supervised | 0.986 | - | 1 h 9 m 30 s | 1 h 21 m 36 s |