Table 7.
Comparison of feature ranking methods for data #1 (FOS GLRLM GLSZM and z-score).
| Feature ranking method | Accuracy | AUC | Sensitivity | Specificity | G-mean | Precision | F-measure |
|---|---|---|---|---|---|---|---|
| Bhattacharyya | 98,75 | 98,75 | 98,75 | 98,75 | 98,75 | 97,53 | 98,14 |
| Entropy | 98,33 | 98,75 | 100 | 97,50 | 98,74 | 95,24 | 97,56 |
| Roc | 97,92 | 98,44 | 100 | 96,88 | 98,43 | 94,12 | 96,97 |
| T-test | 98,75 | 99,06 | 100 | 98,13 | 99,06 | 96,39 | 98,16 |
| Wilcoxon | 98,33 | 98,75 | 100 | 97,50 | 98,74 | 95,24 | 97,56 |
(Optimum results are italicized and bolded for every feature combination.)