HRLR-LOGISTIC: A Factor Selection Machine Learning Method Coupled with Binary Logistic Regression

Table 3

Regression coefficient estimates of finally fitted HRLR-Logistic selection method to select important factors of cesarean section.

Selected factor	Estimate
Source of drinking water	0.12991
Woman’s literacy level	0.5828
Frequency of watching television	0.06901
Frequency of using Internet last month	0.02130
Wealth index	0.10781
Age of respondent at first birth	0.4756
Marriage to first birth interval	0.2357
Births in last three years	0.5936
Assistance: Nurse	0.7370
Number of antenatal visits during pregnancy	0.3729
Place of delivery	0.8990
During pregnancy: blood sample taken	0.6383
During first two days health provider took care	0.7837
Ever been tested for hepatitis B or C	0.25367