Table 3.
Cohort | Class | TP rate | FP rate | Precision | Recall | F-score | ROC | PRC |
---|---|---|---|---|---|---|---|---|
Training | ACT | 0.836 | 0.218 | 0.793 | 0.836 | 0.814 | 0.891 | 0.876 |
CS | 0.782 | 0.164 | 0.827 | 0.782 | 0.804 | 0.891 | 0.915 | |
WA | 0.809 | 0.191 | 0.810 | 0.809 | 0.809 | 0.891 | 0.895 | |
External test | ACT | 0.813 | 0.300 | 0.684 | 0.813 | 0.743 | 0.784 | 0.661 |
CS | 0.700 | 0.188 | 0.824 | 0.700 | 0.757 | 0.784 | 0.857 | |
WA | 0.750 | 0.238 | 0.762 | 0.750 | 0.751 | 0.784 | 0.770 |
ACT, atypical cartilaginous tumour; CS, higher-grade chondrosarcoma; FP, false positive; PRC, precision-recall curve; ROC, receiver operator curve; TP, true positive; WA, weighted average.