Research Article
Image Classification Algorithm Based on Deep Learning-Kernel Function
Table 1
Different methods identify accuracy at various training set sizes (unit:%).
| Method type | The proportion of training sets. | 20% | 30% | 40% | 70% |
| HUSVM [47] | 82.2 | 86.8 | 91.6 | 93.8 | ScSPM [48] | 88.1 | 90.1 | 92.4 | 94.5 | AlexNet [49] | 90.5 | 92.3 | 94.5 | 97.2 | VGG + FCNet [50] | 91.4 | 94.7 | 95.2 | 98.1 | Ours | 94.5 | 96.1 | 97.8 | 99.2 |
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