Table 4. Performance comparison of different models on H. pylori data set.

Model	Accu.(%)	Prec.(%)	Sen.(%)	MCC(%)
Phylogentic bootstrap [43]	75.80	80.20	69.80	N/A
HKNN [44]	84.00	84.00	86.00	N/A
Signature products [30]	83.40	85.70	79.90	N/A
Ensemble of HKNN [45]	86.60	85.00	86.70	N/A
Boosting [46]	79.52	81.69	80.37	70.64
Ensemble ELM [42]	87.50	86.15	88.95	78.13
Our method	89.75	90.18	89.12	81.62