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Table 2 Cross-validation Results for Automatic Classification of Foot Examinations with SVM
| Classifier |
Neurological |
Vascular |
Structural |
|||
|---|---|---|---|---|---|---|
| Overall Accuracy |
87% |
88% |
81% |
|||
| Individual Category | TP Rate (%) | FP Rate (%) | TP Rate (%) | FP Rate (%) | TP Rate (%) | FP Rate (%) |
| Abnormal | 81 | 6 | 81 | 7 | 77 | 11 |
| Normal | 85 | 9 | 82 | 5 | 77 | 6 |
| Not assessed | 93 | 5 | 95 | 4 | 85 | 13 |
