Misfire Detection in Spark Ignition Engine Using Transfer Learning

Table 9

Performance comparison of pretrained models with optimal hyperparameters.

Pretrained networks	AlexNet	VGG-16	GoogLeNet	ResNet-50
Classification accuracy (%)	94.00	98.70	98.10	97.60

The values in bold signify the highest classification accuracy obtained by the pretrained network among all other networks considered post optimal hyperparameter tuning.