Table 5.

The average overall performance results of DEEPred, with and without the hierarchical post-processing procedure.

	without Hierarchical Post-processing			with Hierarchical Post-processing
	F1-score	Precision	Recall	F1-score	Precision	Recall
Molecular Function	0.62	0.52	0.77	0.67	0.61	0.74
Biological Process	0.46	0.36	0.65	0.51	0.44	0.62
Cellular Component	0.55	0.50	0.61	0.58	0.58	0.58

In this analysis, the training was done using the annotations with manual and experimental evidence codes.