Statistical and Machine Learning Methods for Software Fault Prediction Using CK Metric Suite: A Comparative Analysis

Table 10

Multivariate logistic regression analysis.

Coefficient
	AIF version 1.2	AIF version 1.4	AIF version 1.6
WMC	0.0195	0.0574	0.0320
DIT	−0.041	0.000	0.000
NOC	0.1231	0.000	0.000
CBO	0.005	0.008	0.001
RFC	0.0071	0.0081	0.0109
LCOM	0	−0.001	0
Constant	−0.917	−2.785	−2.157