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. 2025 Feb 7;8:1473223. doi: 10.3389/frai.2025.1473223

Table 5.

Model performance comparative model on the training set.

Model PRE SEN SPE ACC F1 ROC-AUC PR-AUC
LR 0.7114 0.4864 0.8539 0.6975 0.5778 0.7341 0.7126
SVM 0.7298 0.7075 0.8061 0.7641 0.7185 0.8442 0.7018
XGBoost 0.7391 0.7517 0.8035 0.7815 0.7454 0.8751 0.8233
SAFWRE 0.8921 0.8435 0.9244 0.8900 0.8671 0.9727 0.9663