Table 5.
Tabulated content of lymph node with relevant classifier algorithm and corresponding AUC with Kappa values.
| Output | Features | Model | Metric | AUC | Kappa |
|---|---|---|---|---|---|
| Lymph Node | Radiomics | evtree (Tree Models from Genetic Algorithms) | Kappa + AUC | 0.75 | 0.6 |
| Radiomics + ADC1 + ADC2 + Change ADC | evtree (Tree Models from Genetic Algorithms) | Kappa + AUC | 0.75 | 0.6 | |
| Radiomics + ADC1 | evtree (Tree Models from Genetic Algorithms) | Kappa + AUC | 0.75 | 0.6 | |
| Radiomics + change ADC | evtree (Tree Models from Genetic Algorithms) | Kappa + AUC | 0.75 | 0.6 | |
| ADC | evtree (Tree Models from Genetic Algorithms) | Kappa + AUC | 0.64 | 0.32 |