CCNNet: a novel lightweight convolutional neural network and its application in traditional Chinese medicine recognition

Journal of Big Data

Table 6 The accuracy and loss of ShuffleNetV2, MobileNeXt, and CCNNet on TCM-100 dataset

Metrics	ShuffleNetV2	MobileNeXt	CCNNet1.0X(ours)
Training accuracy	0.970	0.952	0.9706
Training loss	0.098	0.159	0.100
Testing accuracy	0.836	0.829	0.868
testing loss	0.599	0.633	0.421