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. 2021 May 26;68:103407. doi: 10.1016/j.ebiom.2021.103407

Table 3.

Classifier accuracy metrics weighted average and by class in both the training and external test cohorts.

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.