Table 4 Average ranking over all four datasets
From: A multiple kernel learning algorithm for drug-target interaction prediction
Prediction task | |||
|---|---|---|---|
Method | Pair | Targets | Drugs |
SINGLE â | 7.0 | 7.8 | 15.0 |
SINGLE â | 3.3 | 3.3 | 17.5 |
BLM-KA | 16.0 | 2.5 | 1.8 |
BLM-MEAN | 17.0 | 3.0 | 4.0 |
KBMF2MKL | 7.3 | 13.5 | 13.3 |
KRONRLS-KA | 3.8 | 4.3 | 3.8 |
KRONRLS-MEAN | 3.0 | 5.8 | 5.0 |
KRONRLS-MKL | 1.0 | 4.8 | 1.5 |
LAPRLS-KA | 12.8 | 11.5 | 9.8 |
LAPRLS-MEAN | 13.3 | 12.8 | 10.5 |
NETLAPRLS-KA | 9.3 | 12.0 | 10.3 |
NETLAPRLS-MEAN | 9.0 | 13.0 | 11.3 |
NRWRH-KA | â | 15.8 | 12.0 |
NRWRH-MEAN | â | 16.8 | 13.0 |
PKM-KA | 11.8 | 8.8 | 9.8 |
PKM-MAX | 15.0 | 18.5 | 16.0 |
PKM-MEAN | 12.0 | 11.0 | 11.5 |
SITAR | 5.0 | 17.3 | 19.0 |
WANG-MKL | 6.8 | 7.8 | 5.0 |