| Specificity | Sensitivity | PPV | NPV | Accuracy |
---|
TreeBagger class | 0.64 | 0.93 | 0.84 | 0.82 | 0.84 |
K-Nearest Neighbour | 0.71 | 0.62 | 0.82 | 0.48 | 0.65 |
Support vector machine | 0.00 | 1.00 | 0.67 | Div/0 | 0.67 |
Linear discriminant analysis | 0.71 | 0.59 | 0.81 | 0.45 | 0.63 |
- aFor training 80% of lung adenocarcinomas (LAC) and benign were used and 20% of both groups were used for validation. PPV Positive predictive value, NPV Negative predictive value