Table 10.

Accuracies for each class for each of the four classifiers.

Classifier	Stage of Labor
	Stage 1			Stage 2
	Normal	Suspicious	Pathological	Normal	Suspicious	Pathological
MLP	93.4%	98%	84.3%	89.3%	88.7%	79.2%
RF	95.6%	98%	96.3%	92.8%	89.3%	92.3%
SVM	97%	97.4%	96.3%	91.2%	90.6%	92.7%
Bagging	95.6%	94.2%	90.9%	89.8%	86.5%	86.7%