Table 6.

Results using MR imaging features after the SMOTE technique in predicting long-term medical outcomes.

Algorithms	Accuracy (%)	Sensitivity (%)	Specificity (%)	AUCROC
RF	79.2	79.2	79.2	0.878
NB	60.4	41.7	79.2	0.677
kNN	83.3	83.3	83.3	0.908
SVM	83.3	83.3	83.3	0.833
Mean performance	76.6	71.9	81.3	0.824

Note: the best value for each evaluation metric is marked in bold.