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. 2022 Nov 18;6:58. doi: 10.1186/s41747-022-00312-x

Table 2.

Median (± median absolute deviation) values for metrics obtained during a 5-fold stratified cross-validation evaluation of the decision tree classifier in the derivation cohort

Metric Fold 1 Fold 2 Fold 3 Fold 4 Fold 5 Median (± median absolute deviation)
Balanced accuracy 0.8 0.91 0.67 0.67 0.8 0.80 (± 0.12)
F1 score 0.8 0.90 0.69 0.69 0.77 0.70 (± 0.08)
Average precision 0.74 0.93 0.69 0.69 0.81 0.74 (± 0.04)
AUROC 0.8 0.91 0.67 0.67 0.80 0.80 (± 0.12)

AUROC Area under the receiver operating