Table 6.
Test results on the X-ray pneumonia dataset.
Method | 3D-GLCM (original) | 3D-GLCM invariant | ||||
---|---|---|---|---|---|---|
Level Grayscale |
Acc | Prec | Recall | Acc | Prec | Recall |
16 | 58.75 | 58.84 | 76.00 | 86.25 | 94.38 | 77.50 |
32 | 66.25 | 67.25 | 65.00 | 72.50 | 77.16 | 67.50 |
64 | 77.50 | 76.36 | 80.00 | 87.50 | 88.79 | 87.50 |
128 | 83.75 | 84.83 | 82.50 | 96.25 | 93.18 | 100.00 |
256 | 86.25 | 85.63 | 87.50 | 96.25 | 93.18 | 100.00 |