Improved AHP Model and Neural Network for Consumer Finance Credit Risk Assessment

Table 9

Feature importance scores in the PPDAI data set.

The serial number	Characteristics	Normalized value of importance
1	Initial rating	0.2141
2	Borrowing type	0.1532
3	Whether the header	0.0439
4	The phone authentication	0.0421
5	Last repayment date	0.0428
6	Gender	0.0409
7	Registered permanent residence certificate	0.0318
8	Degree certificate	0.0307
9	Borrowing amount	0.0291
10	Taobao certification	0.0275