Skip to main content
. 2026 May 20;10:70. doi: 10.1186/s41747-026-00736-9

Table 4.

Training and test set performances for the XGBoost model developed with the combination of CE-T1-weighted and T2-weighted-based radiomic features

XGBoost model CE-T1-weighted and T2-weighted
Training set Test set
AUC 0.90 (95% CI: 0.85–0.94) 0.85 (95% CI: 0.75–0.95)
Accuracy 0.81 (95% CI: 0.74–0.91) 0.76 (95% CI: 0.64–0.88)
Sensitivity 0.82 (95% CI: 0.71–0.89) 0.81 (95% CI: 0.66–0.96)
Specificity 0.80 (95% CI: 0.75–0.88) 0.71 (95% CI: 0.53–0.89)

AUC Area under the ROC curve, CI Confidence interval