Table 8. GDet– F 1 score vs. cardinality. (T = 1).
k = 2 | k = 3 | k = 4 | k = 5 | k = 6 | Avg | Std | |
---|---|---|---|---|---|---|---|
# groups | 197 | 124 | 22 | 35 | 13 | – | – |
IRPM [9] | 0.40 | 0.59 | 0.45 | 0.42 | 0.35 | 0.44 | 0.09 |
IGD [14] | 0.15 | 0.52 | 0.33 | 0.54 | 0.83 | 0.47 | 0.25 |
HVFF lin [3] | 0.51 | 0.76 | 0.03 | 0.16 | 0.13 | 0.32 | 0.31 |
HVFF ent [12] | 0.57 | 0.73 | 0.24 | 0.23 | 0.13 | 0.38 | 0.26 |
HVFF ms [13] | 0.56 | 0.78 | 0.17 | 0.41 | 0.67 | 0.52 | 0.23 |
GCFF | 0.74 | 0.87 | 0.53 | 0.77 | 0.88 | 0.76 | 0.14 |