Table 3.

Receiver operating characteristic Area under the Curve (ROC AUC), Accuracy, Precision, Recall, and F1-Score of Trained XGBoost Models.

Model	ROC AUC [95% CI]	Accuracy	Precision	Recall	F1-score
DWI	0.97 [0.898, 1.000]	0.90	Wildtype: 0.94 Mutant: 0.75	Wildtype: 0.94 Mutant: 0.75	Wildtype: 0.94 Mutant: 0.75
FLAIR	0.95 [0.864, 1.000]	0.90	Wildtype: 0.94 Mutant: 0.75	Wildtype: 0.94 Mutant: 0.75	Wildtype: 0.94 Mutant: 0.75
DWI-FLAIR	[0.741, 1.000]	0.90	Wildtype: 0.94 Mutant: 0.75	Wildtype: 0.94 Mutant: 0.75	Wildtype: 0.94 Mutant: 0.75