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. 2023 Aug 24;13:13868. doi: 10.1038/s41598-023-37508-z

Table 1.

Model performance of all models applied to the hold-out and application samples (* Balanced Accuracy).

AM model AM+cr model ATM model AM+cr model
Model performance for the AM hold-out sample
 Recall: 0.9503 0.7329 0.8820 0.8571
 Specificity: 0.9876 0.5031 0.8509 0.8571
 F1: 0.9684 0.6574 0.8685 0.8571
 BA*: 0.9689 0.6180 0.8665 0.8571
Model performance for the ATM hold-out sample
 Recall: 0.7453 0.8323 0.9255 0.9193
 Specificity: 0.8385 0.6273 0.9255 0.9317
 F1: 0.7818 0.7549 0.9255 0.9250
 BA*: 0.7919 0.7298 0.9255 0.9255
Model performance for sample A
 Recall: 0.9474 0.7895 1 0.9474
 Specificity: 0.8276 0.7241 0.8276 0.8448
 F1: 0.8926 0.7627 0.9194 0.9000
 BA*: 0.8875 0.7568 0.9138 0.8961
Model performance for sample B
 Recall: 0.8889 0.8333 0.9722 0.8889
 Specificity: 0.9608 0.5882 0.9020 0.9020
 F1: 0.9143 0.6897 0.9211 0.8767
 BA*: 0.9248 0.7108 0.9371 0.8954

Model performance of all models applied to the hold-out and application samples.