Table 4 AUC-ROC and accuracy for SVM with a linear kernel as the best model trained with differentially expressed miRNAs on the training and test sets before and after hypertuning
Model | Metrics | Preset parameters | Hypertuned | ||
|---|---|---|---|---|---|
Train | Test | Train | Test | ||
SVM-linear | AUC-ROC | 0.91 | 0.93 | 0.92 | 0.95 |
Accuracy | 0.83 | 0.82 | 0.84 | 0.85 | |