An Empirical Study of Different Approaches for Protein Classification

Table 9

Comparison with the state-of-the-art using AUC as performance indicator.

AUC	Datasets
Methods	HU	PF	GP	GR	VR	DNA	ENZ	MEM	GO	SL	HI	AD	VI1	VI2
[48]												77.0	87.0	83.4
[58]						93.3	72.5		50.0
[12]	72.5		99.7	94.7	82.5			96.0				82.9	86.1	76.0
[59]											98.2
[34]												81.6	91.2	84.1
[28]						95.9	79.4	96.8		93.8	98.0		87.1	87.9
FUS1	82.0	92.7	99.9	92.3	84.7	97.2	80.2	97.1	83.8	96.7	98.4	88.2	89.0	88.7