Table 3 Prediction results of DeepGOA and its variants
From: Predicting functions of maize proteins using graph convolutional network
|  |  | AUC | AUPRC | Smin↓ | Fmax |
|---|---|---|---|---|---|
BP | DeepGOA | 69.79 | 62.20 | 19.7772 | 38.52 |
| Â | DeepGOA-GO | 69.72 | 60.69 | 20.1579 | 36.79 |
| Â | DeepGOA-Label | 70.12 | 61.72 | 20.2206 | 38.14 |
| Â | DeepGOA-CNN | 69.19 | 61.06 | 20.2332 | 36.12 |
CC | DeepGOA | 75.69 | 49.97 | 4.9029 | 62.92 |
| Â | DeepGOA-GO | 75.94 | 48.64 | 4.9127 | 62.43 |
| Â | DeepGOA-Label | 76.83 | 55.87 | 4.9707 | 62.67 |
| Â | DeepGOA-CNN | 74.85 | 49.19 | 5.0134 | 61.43 |
MF | DeepGOA | 82.03 | 70.98 | 4.7571 | 47.71 |
| Â | DeepGOA-GO | 81.75 | 70.28 | 4.8201 | 46.98 |
| Â | DeepGOA-Label | 81.46 | 70.81 | 4.9661 | 46.88 |
| Â | DeepGOA-CNN | 77.65 | 63.12 | 5.2867 | 41.54 |