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

Table 7

Performance comparison of methods in the PPDAI data set (unit: %).

Classifier	Accuracy	Precision	Recall	F1	AUC
Literature [18]	99.22 ± 0.07	99.91	91.59	95.67	99.97
Literature [19]	99.85 ± 0.08	100	99.79	99.85	99.99
Literature [20]	99.78 ± 0.15	99.83	97.54	98.61	99.98
Literature [21]	99.31 ± 0.13	99.39	91.69	95.53	99.81
Proposed	99.98 ± 0.04	100	100	99.99	100