Skip to main content

Table 4 Comparison of results with and without GO based relationships

From: A combined approach for genome wide protein function annotation/prediction

Dataset PISth   Precision Recall Accuracy F1
Homo sapiens 0.0 with GO 29.05 94.375 78.05 44.42
   w/o GO 11.49 99.39 13.79 20.60
S. Cerevisiae 0.0 with GO 05.78 95.85 66.20 10.89
   w/o GO 02.30 97.47 02.89 04.51
Homo sapiens 0.25 with GO 83.34 90.84 87.80 86.93
   w/o GO 60.24 97.65 63.51 74.51
S. Cerevisiae 0.25 with GO 75.30 90.81 84.04 82.33
   w/o GO 52.58 96.17 56.12 67.99
Homo sapiens 0.50 with GO 85.38 90.35 87.66 87.79
   w/o GO 65.22 97.22 67.38 78.06
S. Cerevisiae 0.50 with GO 79.73 89.44 83.73 84.31
   w/o GO 64.17 94.91 65.84 76.57
  1. Comparison of results with and without GO based relationships