Table 5 Model evaluation using different feature sets for extra limited resources.
Parameter | Accuracy | Precision | Recall | F1 score | Specificity | FPR | FNR | MCC | Marked-ness |
|---|---|---|---|---|---|---|---|---|---|
Feature set 1 | |||||||||
Birth weight (g) | 0.84 | 0.88 | 0.84 | 0.84 | 0.68 | 0.31 | 0.00 | 0.72 | 0.76 |
Gestational age | |||||||||
APGAR score at 1 min | |||||||||
Sex (male) | |||||||||
Feature set 2 | |||||||||
Delivery mode | 0.79 | 0.82 | 0.79 | 0.78 | 0.63 | 0.36 | 0.05 | 0.61 | 0.65 |
Endotracheal intubation | |||||||||
Birth weight (g) | |||||||||
Sex (male) | |||||||||
Feature set 3 | |||||||||
Endotracheal intubation | 0.79 | 0.82 | 0.79 | 0.78 | 0.63 | 0.36 | 0.05 | 0.61 | 0.65 |
Gestational age | |||||||||
APGAR score at 1 min | |||||||||
APGAR score at 5 min | |||||||||
Feature set 4 | |||||||||
Maternal age (year) | 0.82 | 0.86 | 0.82 | 0.81 | 0.63 | 0.36 | 0.00 | 0.68 | 0.74 |
Delivery mode | |||||||||
Endotracheal intubation | |||||||||
Gestational age | |||||||||
