Table 3.
Performance of Gray Texture Features method (instead of using the developed approach) using MRI dataset (Unit %).
| Illnesses | FS | MN | GL | VD | CA | HY | CC | MA | CS | MI | AD | CT | ME | PD | SR | AL | CJ | MB | AV | MS | LE | HE | CH | HD | NB |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FS | 72 | 0 | 4 | 2 | 1 | 2 | 0 | 0 | 2 | 0 | 1 | 2 | 2 | 0 | 0 | 1 | 2 | 1 | 2 | 0 | 2 | 2 | 0 | 0 | 2 |
| MN | 1 | 69 | 0 | 2 | 0 | 1 | 4 | 2 | 0 | 2 | 2 | 0 | 4 | 2 | 1 | 0 | 1 | 0 | 2 | 2 | 1 | 0 | 2 | 2 | 0 |
| GL | 0 | 1 | 78 | 0 | 2 | 2 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 2 | 2 | 0 | 2 | 1 | 0 | 2 | 2 | 0 | 1 | 1 |
| VD | 2 | 0 | 1 | 76 | 0 | 0 | 3 | 0 | 1 | 3 | 0 | 0 | 1 | 2 | 0 | 1 | 1 | 3 | 4 | 0 | 1 | 0 | 1 | 0 | 0 |
| CA | 0 | 3 | 1 | 0 | 77 | 2 | 0 | 0 | 4 | 0 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 0 | 3 | 1 | 0 | 1 | 1 | 0 | 1 |
| HY | 3 | 1 | 0 | 2 | 0 | 71 | 2 | 2 | 0 | 2 | 0 | 1 | 1 | 1 | 2 | 0 | 0 | 3 | 4 | 0 | 1 | 2 | 0 | 1 | 1 |
| CC | 0 | 2 | 1 | 1 | 0 | 0 | 68 | 3 | 2 | 0 | 1 | 1 | 2 | 1 | 4 | 3 | 0 | 2 | 0 | 4 | 2 | 1 | 2 | 0 | 0 |
| MA | 1 | 3 | 0 | 0 | 1 | 2 | 2 | 70 | 3 | 2 | 1 | 3 | 2 | 1 | 0 | 0 | 2 | 1 | 1 | 2 | 0 | 1 | 1 | 0 | 1 |
| CS | 0 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 80 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 2 | 3 | 0 | 1 | 2 | 2 | 1 | 1 |
| MI | 1 | 0 | 0 | 0 | 0 | 2 | 1 | 2 | 1 | 81 | 0 | 3 | 2 | 0 | 1 | 0 | 1 | 1 | 2 | 0 | 0 | 1 | 1 | 0 | 0 |
| AD | 1 | 1 | 1 | 1 | 2 | 1 | 0 | 0 | 3 | 1 | 74 | 1 | 1 | 2 | 1 | 1 | 0 | 0 | 3 | 2 | 0 | 2 | 1 | 0 | 1 |
| CT | 1 | 0 | 0 | 3 | 2 | 0 | 2 | 1 | 0 | 1 | 1 | 73 | 2 | 1 | 1 | 4 | 0 | 2 | 1 | 0 | 2 | 1 | 0 | 2 | 0 |
| ME | 0 | 2 | 2 | 0 | 1 | 0 | 1 | 2 | 1 | 0 | 2 | 1 | 69 | 4 | 0 | 0 | 3 | 1 | 3 | 1 | 1 | 0 | 3 | 2 | 1 |
| PD | 2 | 0 | 0 | 1 | 1 | 3 | 1 | 1 | 0 | 3 | 2 | 1 | 1 | 66 | 2 | 4 | 1 | 2 | 2 | 0 | 3 | 1 | 2 | 0 | 1 |
| SR | 1 | 3 | 0 | 0 | 2 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 3 | 1 | 72 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 2 | 0 | 2 |
| AL | 0 | 1 | 0 | 1 | 0 | 2 | 2 | 1 | 0 | 0 | 1 | 2 | 3 | 1 | 1 | 73 | 1 | 2 | 3 | 1 | 0 | 2 | 0 | 1 | 2 |
| CJ | 1 | 2 | 2 | 0 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 0 | 0 | 1 | 2 | 2 | 75 | 0 | 1 | 0 | 2 | 0 | 1 | 1 | 1 |
| MB | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 3 | 0 | 1 | 0 | 2 | 1 | 0 | 1 | 0 | 1 | 79 | 3 | 0 | 1 | 1 | 0 | 1 | 3 |
| AV | 2 | 1 | 1 | 2 | 1 | 3 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 3 | 1 | 1 | 2 | 0 | 68 | 2 | 1 | 2 | 1 | 2 | 2 |
| MS | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 1 | 1 | 0 | 2 | 0 | 3 | 2 | 1 | 0 | 0 | 2 | 5 | 69 | 0 | 1 | 2 | 1 | 2 |
| LE | 0 | 1 | 1 | 2 | 3 | 4 | 1 | 2 | 1 | 3 | 0 | 0 | 1 | 0 | 2 | 1 | 1 | 0 | 2 | 3 | 67 | 0 | 2 | 3 | 0 |
| HE | 0 | 3 | 2 | 0 | 0 | 2 | 0 | 2 | 2 | 4 | 0 | 0 | 0 | 0 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 70 | 2 | 0 | 1 |
| CH | 1 | 2 | 0 | 3 | 1 | 0 | 1 | 0 | 1 | 0 | 2 | 2 | 2 | 3 | 1 | 0 | 0 | 1 | 2 | 3 | 1 | 0 | 71 | 1 | 2 |
| HD | 2 | 0 | 3 | 1 | 2 | 1 | 0 | 3 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 2 | 74 | 3 |
| NB | 1 | 2 | 1 | 1 | 0 | 2 | 0 | 1 | 1 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 2 | 3 | 1 | 0 | 2 | 1 | 0 | 2 | 76 |
| Average | 72.72% | ||||||||||||||||||||||||