Predicting Protein Interactions Using a Deep Learning Method-Stacked Sparse Autoencoder Combined with a Probabilistic Classification Vector Machine

Table 1

5-Fold cross-validation results using the proposed method on the human dataset.

Testing set	Accu (%)	Sens (%)	Prec (%)	Mcc (%)
1	98.50	98.87	98.13	97.04
2	98.69	98.53	98.89	97.41
3	98.31	98.35	98.22	96.68
4	98.69	98.51	98.88	97.41
5	98.69	98.11	99.23	97.41
Average	98.58 ± 0.2	98.47 ± 0.3	98.67 ± 0.5	97.19 ± 0.3