Research Article
Feature Fusion for Weld Defect Classification with Small Dataset
Table 4
The classification accuracies of HOG-SAE feature in different weights.
| | CR | LOP | ND | PO | SI | Mean |
| | 0.6 | 83.6% | 95.0% | 93.8% | 85.8% | 83.9% | 88.4% | | 0.7 | 84.7% | 93.6% | 93.3% | 85.8% | 80.4% | 87.5% | | 0.8 | 83.9% | 92.5% | 93.0% | 84.4% | 75.8% | 85.9% | | 0.9 | 82.3% | 91.7% | 93.0% | 84.1% | 73.1% | 84.8% |
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