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

Table 6

Performance comparison of different methods on the H. pylori dataset.

Model	Accu (%)	Sens (%)	Prec (%)	MCC (%)
Phylogenetic bootstrap [71]	75.80	69.80	80.20	N/A
Boosting [71]	79.52	80.30	81.69	70.64
Signature products [72]	83.40	79.90	85.70	N/A
HKNN [73]	84.00	86.00	84.00	N/A
Proposed method	93.76	95.77	92.10	88.26