The Design and Implementation of Cardiotocography Signals Classification Algorithm Based on Neural Network

Table 1

Comparison of performance of different models.

Parameter	SVM	RF	MKNet	MKRNN
Training time	118.90 s	14.35 s	1330 s	350 s
Precision	83.45	84.49	94.71	90.33
Recall	83.46	84.50	94.68	90.28
Accuracy	83.46	84.50	94.70	90.30