Research Article
The Role of Knowledge Creation-Oriented Convolutional Neural Network in Learning Interaction
Table 1
Performance comparison of different methods on the MNIST dataset.
| Method | MNIST training set accuracy (%) | MNIST test set accuracy (%) | Parameters (million) | Training time (seconds/200 iterations) |
| SVM | 78.25 | 74.86 | 8.7 | 8 | VGG19-migration | 88.62 | 85.59 | 139 | 40 | Inception-V3-migration | 93.15 | 89.96 | 23.2 | 65 | ResNet34-migration | 95.52 | 92.63 | 24.3 | 78 | The method of this study | 97.95 | 95.25 | 28.1 | 79 |
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