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

Table 5

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

Classifier	Accuracy	Precision	Recall	F1	AUC
Literature [18]	97.51 ± 0.08	98.69	64.71	78.55	92.71
Literature [19]	97.35 ± 0.29	99.21	66.32	79.24	95.91
Literature [20]	93.31 ± 0.17	98.55	68.75	81.28	93.03
Literature [21]	97.01 ± 0.21	98.77	63.01	76.28	91.23
Proposed	98.81 ± 0.09	99.41	84.26	92.18	98.16