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

Table 4

Performances of deep neural network with local weight sharing.

Test set	Accuracy (%)	Recall (%)	Sensitivity (%)	Precision (%)	MCC (%)	AUC (%)
1	99.88	99.87	99.88	99.87	99.75	99.88
2	99.88	99.75	100.00	100.00	99.75	99.87
3	99.57	99.21	99.88	99.87	99.14	99.55
4	99.88	99.13	99.88	99.87	99.02	99.50
5	99.82	99.62	100.00	100.00	99.63	99.81
Hold-out	99.57	99.36	99.76	99.74	99.14	99.56