Table 1 Individual performance of the textural features (thirty nine features in five categories) and five morphological features sorted by accuracy value
Features | Accuracy % | Sensitivity % | Specificity % | MCC |
|---|---|---|---|---|
Textural features | Â | Â | Â | Â |
Histogram features(F01-F06) | 66.66 | 60.00 | 71.42 | 0.3143 |
MRF (F07) | 76.66 | 74.00 | 78.57 | 0.5230 |
Tamura features(F08-F10) | 77.50 | 78.00 | 77.14 | 0.5456 |
GLRLN features(F11-F17) | 85.00 | 84.00 | 85.71 | 0.6936 |
GLCM features(F18-F39) | 90.83 | 90.00 | 91.42 | 0.8120 |
Morphological features | ||||
RS(F40) | 61.66 | 66.00 | 58.57 | 0.2424 |
Aspect ratio(F41) | 69.16 | 70.00 | 68.57 | 0.3808 |
C (F42) | 74.16 | 76.00 | 72.86 | 0.4823 |
NRV (F43) | 83.33 | 88.00 | 80.00 | 0.6708 |
P ratio (F44) | 85.83 | 90.00 | 82.85 | 0.7193 |