Table I. Accuracy (
) of the CAD System With Given Feature Sets.
| Features | Dimension | Patch Size | # of patches (TIB) | # of patches (Normal) | Area under ROC curve: 
|
|---|---|---|---|---|---|
| Shape & GLCM | 8+18=26 |  |
14144 | 12032 | 0.8991 |
| Shape & GLCM | 8+18=26 |  |
24184 | 20572 | 0.9038 |
| Shape & GLCM | 8+18=26 |  |
50456 | 42924 | 0.9096 |
| Shape | 8 |  |
14144 | 12032 | 0.7941 |
| Shape | 8 |  |
24184 | 20572 | 0.7742 |
| Shape | 8 |  |
50456 | 42924 | 0.7450 |
| Steer. Wavelets& Shape |  |
 |
14144 | 12032 | 0.7846 |
| Steer. Wavelets& Shape |  |
 |
24184 | 20572 | 0.7692 |
| Steer. Wavelets& Shape |  |
 |
50456 | 42924 | 0.7908 |
| SI & LGS | 24 |  |
50456 | 42924 | 0.7620 |
| SI & LGS | 24 |  |
50456 | 42924 | 0.7510 |
| SI & LGS | 24 |  |
50456 | 42924 | 0.7230 |
| Steer. Wavelets |  |
 |
14144 | 12032 | 0.7571 |
| Steer. Wavelets |  |
 |
24184 | 20572 | 0.7298 |
| Steer. Wavelets |  |
 |
50456 | 42924 | 0.7410 |
| GLCM | 18 |  |
14144 | 12032 | 0.7163 |
| GLCM | 18 |  |
24184 | 20572 | 0.7068 |
| GLCM | 18 |  |
50456 | 42924 | 0.6810 |