Research Article
Feature Fusion for Weld Defect Classification with Small Dataset
Table 3
The classification accuracies of HOG-GLCM feature in different weights.
| | CR | LOP | ND | PO | SI | Mean |
| | 0.6 | 80.6% | 95.3% | 92.7% | 89.8% | 93.0% | 90.3% | | 0.7 | 89.0% | 94.7% | 92.5% | 89.0% | 91.9% | 91.4% | | 0.8 | 87.1% | 93.6% | 92.5% | 88.4% | 91.4% | 90.6% | | 0.9 | 84.7% | 92.5% | 90.6% | 87.9% | 89.5% | 89.0% |
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