Table 5.
Significant Predictors Appeared in the Second Stage of the Modeling
| Sr. No. | Predictor | Random Forest | Naive Bayes | MLP | Logistic Regression | Decision Tree | Occurrence |
|---|---|---|---|---|---|---|---|
| 1. | Age at onset of the sex | Yes | Yes | Yes | Yes | Yes | 5 |
| 2. | Life time sexual partners | Yes | Yes | Yes | Yes | Yes | 5 |
| 3. | Screened for cervical cancer | Yes | Yes | Yes | 3 | ||
| 4. | Reasons for not screening | Yes | Yes | Yes | Yes | Yes | 5 |
| 5. | Smoking consumption | Yes | Yes | Yes | Yes | Yes | 5 |
| 6. | Family history cervical cancer | Yes | Yes | Yes | 3 | ||
| 7. | Infection of the cervix | Yes | Yes | Yes | Yes | 4 | |
| 8. | Duration of contraceptives used | Yes | Yes | Yes | Yes | Yes | 5 |
| 9. | Type of the family planning methods | Yes | Yes | Yes | Yes | 4 | |
| 10. | Family history cervical cancer | Yes | Yes | Yes | Yes | 4 | |
| 11. | Marital status | Yes | Yes | Yes | 3 | ||
| 12. | Age at the first child | Yes | Yes | Yes | Yes | 4 | |
| 13. | Duration of smoking | Yes | Yes | Yes | Yes | 4 | |
| 14. | Smoking Consumption | Yes | Yes | Yes | Yes | 4 |