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

Table 9

Training other models by using the features of forward and backward reconstruction.

Method	Test set	Accuracy (%)	Recall (%)	Sensitivity (%)	Precision (%)	MCC (%)
Xu et al.’s work [27]	1	84.77	67.50	94.06	85.95	65.78
	2	84.88	67.53	94.04	85.68	65.78
	3	84.88	67.68	94.53	85.33	65.47
	4	84.85	68.01	93.65	84.85	65.56
	5	84.57	66.41	94.07	85.42	64.93
	Average	84.79	67.43	94.07	85.45	65.50
	Average before improvement	83.35	65.45%	92.95	83.32	63.77