Prediction of Protein-Protein Interactions with Local Weight-Sharing Mechanism in Deep Learning

Table 7

Comparison with other methods.

Method	Accuracy (%)	Sensitivity (%)	Precision (%)	MCC (%)
Our work	99.57	99.76	99.74	99.14
Work in Ref. [28]	98.78	98.23	98.61	97.57
Work in Ref. [13]	97.38	94.76	100.00	94.89
Work in Ref. [12]	94.43	96.65	94.38	88.97
Work in Ref. [26]	93.92	91.10	96.45	88.56
Work in Ref. [24]	92.65	92.63	92.67	86.40
Work in Ref. [25]	92.05	88.82	95.87	86.09
Work in Ref. [36]	89.33	88.87	89.93	N/A
Work in Ref. [27]	83.35	92.95	83.32	63.77