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Comparison of feature ranking methods for data #2 (FOS GLRLM and z-score).
| Feature ranking method | Accuracy | AUC | Sensitivity | Specificity | G-mean | Precision | F-measure |
|---|---|---|---|---|---|---|---|
| Bhattacharyya | 98,75 | 99,22 | 100 | 98,44 | 99,22 | 94,12 | 96,97 |
| Entropy | 98,75 | 99,22 | 100 | 98,44 | 99,22 | 94,12 | 96,97 |
| Roc | 98,75 | 99,22 | 100 | 98,44 | 99,22 | 94,12 | 96,97 |
| T-test | 99,00 | 99,38 | 100 | 98,75 | 99,37 | 95,24 | 97,56 |
| Wilcoxon | 98,75 | 99,22 | 100 | 98,44 | 99,22 | 94,12 | 96,97 |
(Optimum results are italicized and bolded for every feature combination.)
