Table 5. Results of five-fold cross-validation of the proposed ensemble method on the pneumonia Radiological Society of North America challenge dataset.

Fold	Acc(%)	Pre(%)	Rec(%)	F1(%)	AUC (%)
1	86.63	86.78	86.63	86.70	86.63
2	86.78	87.05	87.05	87.05	86.78
3	87.97	88.00	87.80	87.90	87.97
4	85.98	86.00	86.63	86.31	85.98
5	86.89	86.63	86.98	86.80	86.89
Avg±Std. Dev.	86.85±0.72	86.89±0.73	87.02±0.48	86.95±0.59	86.85±0.72

Avg: average Std.Dev: Standard Deviation.