An Analytic Hierarchy Model for Classification Algorithms Selection in Credit Risk Analysis

Table 6

The final ranking with comparative analysis.

Algorithm	Australian credit dataset		German credit dataset
BNK	0.6471	2	0.2139	6
NBS	0.3806	8	0.9380	2
LRN	0.9785	1	0.9754	1
J48	0.4092	7	0.2101	7
NBTree	0.4841	6	0.2099	8
IB1	0.2824	10	0.0000	10
IBK	0.2979	9	0.0390	9
SMO	0.6017	3	0.6945	3
RBF	0.5497	4	0.6173	4
MLP	0.5163	5	0.4638	5