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

Table 2

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

Testing set	Accu (%)	Sens (%)	Prec (%)	Mcc (%)
1	97.57	91.71	97.67	93.23
2	97.78	92.44	98.00	93.86
3	97.72	92.20	97.12	93.32
4	97.75	91.26	99.19	93.78
5	97.75	91.76	98.50	93.74
Average	97.71 ± 0.1	91.87 ± 0.5	98.10 ± 0.8	93.59 ± 0.3