Table 4.
VISDA | HC | KMC | SOM (MSC) |
SOM (MCLL) |
SFNM fitting | |
---|---|---|---|---|---|---|
Synthetic data | 2/1 | 6/6 | 4/3 | 4/3 | 3/5 | 1/1 |
SRBCTs | 1/1 | 6/6 | 5/3 | 4/3 | 2/2 | 3/5 |
Multiclass cancer | 4/2 | 5/1 | 2/4 | 2/4 | 1/3 | 6/6 |
Lung cancer | 1/4 | 5/5 | 2/3 | 3/2 | 4/1 | 6/6 |
UM cancer | 1/4 | 6/6 | 3/1 | 3/1 | 5/5 | 2/3 |
Ovarian cancer | 1/5 | 2/6 | 6/1 | 3/2 | 5/3 | 4/4 |
MMM-cancer 1 | 1/3 | 6/6 | 4/1 | 4/1 | 3/4 | 2/5 |
MMM-cancer 2 | 1/1 | 6/4 | 5/5 | 4/6 | 3/2 | 2/3 |
Average | 1.50/2.63 | 5.25/5.00 | 3.88/2.63 | 3.38/2.75 | 3.25/3.13 | 3.25/4.13 |
Bold font indicates the best performance obtained on each dataset.