Table 5.

Results of gene function prediction on H. sapiens (archived date: May, 2016)

	BP		CC		MF
	Original	NoGOA	Original	NoGOA	Original	NoGOA
MicroAvgF1	92.85	92.64	93.72	93.92	93.10	93.10
MacroAvgF1	89.04	90.05	88.06	89.96	89.55	90.30
AvgPrec	88.45	88.50	88.75	89.19	90.78	90.81
AvgROC	94.94	96.73	95.12	96.66	97.66	98.35
Fmax	93.85	93.50	93.85	93.89	94.62	94.57
Smin ↓	8.69	7.96	2.09	2.09	2.40	2.32

The data in boldface denote the better result. ‘Original’ directly uses annotations in the historical GOA file to predict gene function; ‘NoGOA’ removes predicted noisy annotations from the historical GOA file and then predicts gene function. ↓ means the lower the value, the better the performance is