A Novel Imbalanced Data Classification Approach Based on Logistic Regression and Fisher Discriminant

Table 5

Significance screening on credit rating indicators based on logistic regression.

() Index	() Indicators	()	()	()	6)	()	() Screening result
1	education background	−4.808	0.923	27.135	0.151	0.050	Deleted
18	loan purpose	2.582	1.117	5.343	0.016		Reserved
58	industry cycle index	10.633	3.618	8.637	0.001		Reserved