The Role of Knowledge Creation-Oriented Convolutional Neural Network in Learning Interaction

Table 2

Performance comparison of different methods on the CIFAR-10 dataset.

Method	CIFAR-10 training set accuracy (%)	CIFAR-10 test set accuracy (%)	Parameters/million	Training time (seconds/200 iterations)
SVM	74.24	69.35	8.7	9
VGG19-migration	83.21	78.63	139	41
Inception-V3-migration	87.73	83.24	23.2	72
ResNet34-migration	89.52	84.25	24.3	79
The method of this study	90.55	85.92	28.1	82