Misfire Detection in Spark Ignition Engine Using Transfer Learning

Table 8

Optimal hyperparameters for pretrained model.

Pretrained model	Hyperparameters
	Split ratio	Optimizer	Learning rate	Batch size
AlexNet	0.70	SGDM	0.0003	10
VGG-16	0.85	SGDM	0.0003	10
GoogLeNet	0.80	SGDM	0.001	10
ResNet-50	0.75	Adam	0.0001	10