Table 5.
VISDA | HC | KMC | SOM (MSC) |
SOM (MCLL) |
SFNM Fitting |
|
---|---|---|---|---|---|---|
Synthetic Data | 2/4 | 6/6 | 4/1 | 4/1 | 3/3 | 1/5 |
SRBCTs | 1/1 | 3/5 | 4/4 | 4/3 | 2/2 | 6/6 |
Multiclass Cancer | 4/3 | 5/1 | 2/4 | 2/4 | 1/2 | 6/6 |
Lung Cancer | 1/5 | 5/4 | 3/3 | 4/2 | 2/1 | 6/6 |
UM Cancer | 1/4 | 6/6 | 3/1 | 3/1 | 5/5 | 2/3 |
Ovarian Cancer | 1/4 | 2/5 | 4/1 | 3/2 | 5/3 | 6/6 |
MMM-Cancer 1 | 3/4 | 6/1 | 4/1 | 4/1 | 2/5 | 1/6 |
MMM-Cancer 2 | 1/4 | 3/1 | 4/3 | 4/2 | 2/5 | 6/6 |
Average Rank | 1.75/3.63 | 4.50/3.63 | 3.50/2.25 | 3.50/2.00 | 2.75/3.25 | 4.25/5.50 |
Bold font indicates the best performance obtained on each dataset.