From: gGATLDA: lncRNA-disease association prediction based on graph-level graph attention network
 | gGATLDA | BiWalkLDA | SIMCLDA | MFLDA | BiGAN | GCRFLDA |
---|---|---|---|---|---|---|
AUC | 0.9442 \(\pm\) 0.0025 | 0.8435 \(\pm\) 0.0028 | 0.7836 \(\pm\) 0.0113 | 0.7223 \(\pm\) 0.0118 | 0.5246 \(\pm\) 0.0475 | 0.8120 \(\pm\) 0.0174 |
Precision | 0.8124 \(\pm\) 0.0346 | 0.7538 \(\pm\) 0.0325 | 0.6822 \(\pm\) 0.0832 | 0.6928 \(\pm\) 0.1351 | 0.4972 \(\pm\) 0.0555 | 0.7273 \(\pm\) 0.0197 |
Recall | 0.9029 \(\pm\) 0.0276 | 0.7968 \(\pm\) 0.0135 | 0.7591 \(\pm\) 0.0861 | 0.6705 \(\pm\) 0.1342 | 0.5025 \(\pm\) 0.0759 | 0.7025 \(\pm\) 0.0473 |
AUPR | 0.9493 \(\pm\) 0.0022 | 0.8727 \(\pm\) 0.0079 | 0.8203 \(\pm\) 0.0125 | 0.7895 \(\pm\) 0.0100 | 0.5029 \(\pm\) 0.0422 | 0.7806 \(\pm\) 0.0236 |
Accuracy | 0.8455 \(\pm\) 0.0150 | 0.7768 \(\pm\) 0.0216 | 0.6866 \(\pm\) 0.0546 | 0.6432 \(\pm\) 0.0941 | 0.4992 \(\pm\) 0.0551 | 0.7473 \(\pm\) 0.0153 |
F1-Score | 0.8541 \(\pm\) 0.0093 | 0.7740 \(\pm\) 0.0128 | 0.7087 \(\pm\) 0.0200 | 0.6552 \(\pm\) 0.0205 | 0.4995 \(\pm\) 0.0651 | 0.7127 \(\pm\) 0.0323 |