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

Table 6

The correlation coefficient matrix between the 24 reserved indicators.

	marital status	⋯	strength of the guarantor	credit status of joint guarantor	⋯	industry cycle index
marital status	1.000	⋯	0.752	0.497	⋯	0.499
		⋯			⋯
strength of the guarantor	0.752	⋯	1.000	0.925	⋯	0.410
credit status of joint guarantor	0.497	⋯	0.925	1.000	⋯	0.529
		⋯			⋯
industry cycle index	0.499	⋯	0.410	0.529	⋯	1.000