Table 4 Performance of ML models for stratified 10-fold cross validation. Showing area under the receiver operating characteristic curve (AUC), J-statistic (J stat), sensitivity, and specificity at a classification threshold of 0.5
ML model | AUC | J stat at 0.5 threshold | Sensitivity at 0.5 threshold | Specificity at 0.5 threshold |
|---|---|---|---|---|
XG/CBC/DIFF/CPD/1.5/boruta | \(0.76 \pm 0.04\) | \(0.39 \pm 0.06\) | \(0.74 \pm 0.07\) | \(0.65 \pm 0.02\) |
RF/CBC/DIFF/1/boruta | \(0.75 \pm 0.04\) | \(0.34 \pm 0.08\) | \(0.61 \pm 0.08\) | \(0.73 \pm 0.02\) |