From: A link prediction approach to cancer drug sensitivity prediction
m | 482 | 478 | 473 | 468 | 463 | MAUC |
d | 6538 | 6538 | 6538 | 6538 | 6538 | − |
A1Â +Â SVRÂ +Â L | 0.878 | 0.864 | 0.871 | 0.857 | 0.871 | 0.868 |
A1Â +Â SVRÂ +Â S | 0.871 | 0.857 | 0.814 | 0.828 | 0.878 | 0.849 |
A1Â +Â RR | 0.850 | 0.828 | 0.821 | 0.850 | 0.842 | 0.838 |
m + A1 | 246 | 244 | 242 | 239 | 237 | − |
d + A1 | 13,076 | 13,076 | 13,076 | 13,076 | 13,076 | − |
A2Â +Â SVRÂ +Â L | 0.892 | 0.857 | 0.864 | 0.864 | 0.864 | 0.868 |
A2Â +Â SVRÂ +Â S | 0.871 | 0.850 | 0.814 | 0.814 | 0.878 | 0.845 |
A2Â +Â RR | 0.857 | 0.842 | 0.835 | 0.835 | 0.835 | 0.841 |
m + A2 | 246 | 244 | 242 | 239 | 237 | − |
d + A2 | 13,000 | 13,000 | 13,000 | 13,000 | 13,000 | − |
BÂ +Â SVRÂ +Â L | 0.835 | 0.814 | 0.800 | 0.821 | 0.835 | 0.821 |
BÂ +Â SVRÂ +Â S | 0.842 | 0.871 | 0.864 | 0.857 | 0.857 | 0.858 |
BÂ +Â RR | 0.814 | 0.814 | 0.821 | 0.821 | 0.821 | 0.818 |