Table 6.
Classification accuracy (Average) for five segmentation methods.
Classification (All Features) | ||||
---|---|---|---|---|
Segmentation | SVM | Decision Tree | RSDA | Fuzzy SVM |
Otsu | 70.32 | 66.88 | 72.81 | 79.69 |
FCM | 82.19 | 86.25 | 89.63 | 92.69 |
Intuitionistic FCM | 87.19 | 81.25 | 96.13 | 93.13 |
Possibilistic FCM | 86.25 | 82.19 | 92.5 | 95.00 |
Proposed Intuitionistic Possibilistic FCM | 88.13 | 82.5 | 96.1 | 98.85 |