Table 4.
Classification accuracy (%) using different combinations of features. The best result for each tissue class (column-wise) is highlighted in bold.
| Features | Lobule | Stroma | Carcinoma | Adipose | Background | Total |
|---|---|---|---|---|---|---|
| LBP2,8 | 7.1 | 81.5 | 73.4 | 30.5 | 58.7 | 68.8 |
| LBP4,8 | 23.2 | 82.2 | 75.7 | 69.2 | 77.1 | 76.1 |
| LBP8,2 | 53.5 | 86.0 | 72.8 | 46.7 | 88.3 | 78.2 |
| LBP8,4 | 39.9 | 86.3 | 77.7 | 79.5 | 87.4 | 81.6 |
| LBP8,8 | 29.3 | 86.2 | 78.0 | 80.1 | 92.1 | 81.7 |
| LBP8,16 | 25.3 | 81.6 | 60.5 | 69.7 | 87.6 | 73.4 |
| LBP8,8, ALBP8,8 | 31.8 | 86.9 | 79.8 | 87.9 | 97.7 | 84.0 |
| MLBP, MALBP | 61.1 | 92.3 | 85.4 | 94.2 | 99.3 | 90.2 |
| BLBP | 59.3 | 88.2 | 84.6 | 88.8 | 99.1 | 87.4 |
| MBLBP | 77.4 | 96.2 | 83.2 | 95.9 | 100 | 92.4 |
| Integrated | 68.3 | 94.0 | 93.5 | 97.1 | 100 | 93.8 |
| LT P8,8 | 10.6 | 86.4 | 81.4 | 90.5 | 93.9 | 82.9 |
| CLBP | 57.3 | 89.6 | 73.8 | 81.8 | 99.0 | 84.6 |