From: Identification and validation of the methylation biomarkers of non-small cell lung cancer (NSCLC)
 | Test | Train | ||||
---|---|---|---|---|---|---|
 | Sensitivity | Specificity | Accuracy | Sensitivity | Specificity | Accuracy |
Logistic regression | 0.791 | 0.993 | 0.891 | 0.775 | 0.969 | 0.871 |
SVMa | 0.897 | 0.977 | 0.937 | 0.855 | 0.941 | 0.897 |
Random forest | 0.934 | 0.928 | 0.931 | 0.890 | 0.886 | 0.886 |
Bayes tree | 0.911 | 0.976 | 0.944 | 0.863 | 0.957 | 0.909 |