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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
  DeepGOA-GO 69.72 60.69 20.1579 36.79
  DeepGOA-Label 70.12 61.72 20.2206 38.14
  DeepGOA-CNN 69.19 61.06 20.2332 36.12
CC DeepGOA 75.69 49.97 4.9029 62.92
  DeepGOA-GO 75.94 48.64 4.9127 62.43
  DeepGOA-Label 76.83 55.87 4.9707 62.67
  DeepGOA-CNN 74.85 49.19 5.0134 61.43
MF DeepGOA 82.03 70.98 4.7571 47.71
  DeepGOA-GO 81.75 70.28 4.8201 46.98
  DeepGOA-Label 81.46 70.81 4.9661 46.88
  DeepGOA-CNN 77.65 63.12 5.2867 41.54
  1. The best results for each metric are in boldface