Research Article
Pulmonary Nodule Detection Model Based on SVM and CT Image Feature-Level Fusion with Rough Sets
Table 7
Classification performance of rough set reduction subset.
| Subset | Average accuracy (%) | Average sensitivity (%) | Average specificity (%) | Running time (s) |
| RS1 | 99.17 | 100 | 98.33 | 0.2583 | RS2 | 97.5 | 96.67 | 98.33 | 0.2870 | RS3 | 99.17 | 100 | 98.33 | 0.2560 | RS4 | 100 | 100 | 100 | 0.2531 | RS5 | 98.33 | 98.33 | 98.33 | 0.2656 |
| Mean | 98.834 | 99 | 98.66 | 0.2620 |
|
|