Table 3 Prediction analysis of the drop out from the MNCH continuum using combined DHS surveys data for the DRC, Kenya and Tanzania (2013–2016)
Algorithm | Accuracy | Precision | Recall | Specificity | F score |
|---|---|---|---|---|---|
Logistic regression | 74.3 | 77.2 | 92.2 | 53.5 | 84.0 |
Random Forest | 75.7 | 79.1 | 92.1 | 51.6 | 85.1 |
Decision tree | 75.2 | 78.6 | 92.0 | 51.6 | 84.8 |
SVM | 75.3 | 78.8 | 91.9 | 51.0 | 84.8 |
ANN | 75.4 | 78.5 | 92.3 | 53.3 | 84.8 |