Table 4.

Mean and SD of model performance indicators in predicting labor in under or over 7 days using EHG characteristics, obstetric data or a combination of both.

	EHG			OBSTETRIC			EHG+OBSTETRIC
	Train	Validation	Test	Train	Validation	Test	Train	Validation	Test
Accuracy	88.2 ± 4.4	82.6 ± 5.8	76.8 ± 4.1	93.0 ± 4.9	90.9 ± 5.5	74.9 ± 5.2	89.9 ± 4.3	84.0 ± 4.9	80.2 ± 4.5
AUC	92.7 ± 3.7	90.0 ± 4.3	84.4 ± 4.8	94.9 ± 3.9	93.8 ± 4.1	79.6 ± 6.3	94.5 ± 3.1	91.8 ± 3.2	87.1 ± 4.3
F1-Score	88.3 ± 4.3	82.9 ± 6.0	77.1 ± 5.1	93.0 ± 4.9	91.1 ± 5.2	75.4 ± 5.4	89.9 ± 4.2	84.3 ± 5.0	80.3 ± 5.5
Sensibility	89.0 ± 5.2	84.8 ± 9.1	79.4 ± 9.7	94.1 ± 5.6	93.0 ± 6.1	77.7 ± 7.7	90.0 ± 4.8	86.5 ± 7.4	81.6 ± 9.4
Specificity	87.4 ± 5.9	80.4 ± 8.9	74.1 ± 8.3	91.8 ± 5.2	88.8 ± 7.6	72.1 ± 6.2	89.8 ± 6.5	81.5 ± 7.3	78.8 ± 5.8
PPV	87.8 ± 5.1	81.7 ± 7.0	75.9 ± 4.8	92.0 ± 4.9	89.6 ± 6.6	73.6 ± 4.9	90.1 ± 5.7	82.7 ± 5.5	79.6 ± 4.1
NPV	88.9 ± 4.8	84.8 ± 7.9	79.1 ± 6.4	94.1 ± 5.7	92.9 ± 6.0	76.7 ± 6.7	90.1 ± 4.6	86.2 ± 6.3	81.8 ± 7.0