From: gGATLDA: lncRNA-disease association prediction based on graph-level graph attention network
 | gGATLDA | BiWalkLDA | SIMCLDA | MFLDA | BiGAN | GCRFLDA |
---|---|---|---|---|---|---|
AUC | 0.9888 ± 0.0065 | 0.8185 ± 0.0024 | 0.8465 ± 0.0030 | 0.8478 ± 0.0048 | 0.9045 ± 0.0185 | 0.9583 \(\pm\) 0.0055 |
Precision | 0.7980 ± 0.0367 | 0.6370 ± 0.0033 | 0.7247 ± 0.0142 | 0.8667 ± 0.1310 | 0.6572 ± 0.0073 | 0.9020 \(\pm\) 0.0052 |
Recall | 0.9913 ± 0.0078 | 0.7297 ± 0.0121 | 0.8475 ± 0.0162 | 0.6942 ± 0.1089 | 0.9495 ± 0.0132 | 0.8632 \(\pm\) 00,202 |
AUPR | 0.9890 ± 0.0060 | 0.8416 ± 0.0031 | 0.8450 ± 0.0053 | 0.8860 ± 0.0032 | 0.9058 ± 0.0192 | 0.9548 \(\pm\) 0.0090 |
Accuracy | 0.8670 ± 0.0271 | 0.6568 ± 0.0032 | 0.7623 ± 0.0065 | 0.7652 ± 0.0867 | 0.7270 ± 0.0088 | 0.9103 \(\pm\) 0.0044 |
F1-Score | 0.8830 ± 0.0217 | 0.6801 ± 0.0049 | 0.7810 ± 0.0022 | 0.7523 ± 0.0324 | 0.7767 ± 0.0068 | 0.8817 \(\pm\) 0.0130 |