Table 3 Cross-tabulation Birth Weight Category and Features
From: Machine learning algorithms for predicting low birth weight in Ethiopia
LBW % | NBW % | LBW % | NBW % | ||
|---|---|---|---|---|---|
Delivery by caesarean section | Taking Iron Pills, Sprinkles Or Syrup | ||||
No | 13.5 | 86.5 | No | 14.2 | 85.8 |
Yes | 9.5 | 90.5 | Yes | 5.8 | 94.2 |
Residence | Occupation | ||||
Urban | 10.9 | 89.1 | Not Working | 13.3 | 86.7 |
Rural | 15.4 | 84.6 | Working | 13.1 | 86.9 |
Smokes Cigarettes | Sex Of Child | ||||
No | 13.2 | 86.8 | Male | 10.9 | 89.1 |
Yes | 9.6 | 90.4 | Female | 15.6 | 84.4 |
Health Insurance | Child Is Twin | ||||
No | 13.2 | 86.8 | Single Birth | 12.3 | 87.7 |
Yes | 13.8 | 86.2 | Multiple Birth | 39.9 | 60.1 |
Under Age 18 (Mothers’) | Current Marital Status | ||||
Under Age 18 | 44.9 | 55.1 | Not Married | 10.8 | 89.2 |
Age 18 Or Older | 13 | 87 | Married | 13.4 | 86.6 |
Sign Of Complexity During ANC | Nutritional Counseling | ||||
No | 13.9 | 86.1 | No | 15.1 | 84.9 |
Yes | 12.5 | 87.5 | Yes | 12.1 | 87.9 |
Educational Level | Wealth Index Combined | ||||
No Education | 18.3 | 81.7 | Poor | 15.7 | 84.3 |
Primary | 11 | 89 | Middle | 17.3 | 82.7 |
Secondary > = | 11.3 | 88.7 | Rich | 11.7 | 88.3 |
Anemia Level | Desirability Of The Pregnancy | ||||
Severe | 53.9 | 46.1 | Then | 14 | 86 |
Moderate | 13.6 | 86.4 | Later | 9.9 | 90.1 |
Mild | 16.7 | 83.3 | No More | 8.7 | 91.3 |
Not Anemic | 12.4 | 87.6 | |||
Religion | Ethnicity | ||||
Orthodox | 13.4 | 86.6 | Amhara | 15.8 | 84.2 |
Muslim | 15.8 | 84.2 | Oromo | 16.3 | 83.7 |
Protestant | 9.6 | 90.4 | Tigrie | 6.5 | 93.5 |
Others | 1.6 | 98.4 | Somalie | 10 | 90 |
Guragie | 16.7 | 83.3 | |||
Other | 10.4 | 89.6 | |||
Ethnicity | Parity | ||||
Amhara | 15.8 | 84.2 | 1 | 9.8 | 90.2 |
Oromo | 16.3 | 83.7 | 2 | 13.1 | 86.9 |
Tigrie | 6.5 | 93.5 | 3 | 17.5 | 82.5 |
Somali | 10 | 90 | 4 | 18.7 | 81.3 |
Guragie | 16.7 | 83.3 | 5 + | 12.4 | 87.6 |
Other | 10.4 | 89.6 | |||