TABLE 3.
Result of 10 fold cross validation analysis.
| Feature sets |
Acc |
|||
| Fibrous tissue | Calcified tissue | Lipid tissue | ||
| OP+RP % | Mean ± SD | 62.2 ± 1.6 | 13.7 ± 4.4 | 66.4 ± 11.2 |
| Median | 61.7 | 14.3 | 66.7 | |
| FOS+RP % | Mean ± SD | 77.7 ± 1.4 | 36.0 ± 11.3 | 78.4 ± 8.7 |
| Median | 77.7 | 36.1 | 76.5 | |
| FD+RP % | Mean ± SD | 74.5 ± 1.4 | 48.0 ± 7.6 | 84.6 ± 4.6 |
| Median | 74.6 | 46.2 | 81.5 | |
| GLCM+RP % | Mean ± SD | 76.5 ± 2.7 | 67.1 ± 4.9 | 83.7 ± 6.8 |
| Median | 76.5 | 65.2 | 83.3 | |
| NGTDM+RP % | Mean ± SD | 82.2 ± 2.0 | 3.5 ± 10.1 | 75.7 ± 8.0 |
| Median | 81.4 | 31.0 | 73.9 | |
| ALL % | Mean ± SD | 80.0 ± 2.1 | 62.0 ± 8.2 | 83.1 ± 8.6 |
| Median | 79.6 | 60.6 | 81.8 | |