Accurate Identification of Antioxidant Proteins Based on a Combination of Machine Learning Techniques and Hidden Markov Model Profiles

Table 3

Performance comparisons on the D2 independent dataset.

Methods	Sen (%)	Spe (%)	Acc (%)	MCC	AUC
Zhang2015 [16]	91	79	81	0.54	0.94
Zhang2016 [17]	87.8	86.0	86.3	0.617	0.948
Ahmad2020 [49]	94.14	88.15	93.71	0.92	—
AOP-HMM	90.5	99.5	98.1	0.926	0.970