Research Article
Gene-Based Multiclass Cancer Diagnosis with Class-Selective Rejections
Table 5
Confusion matrix of 50
lung cancer dataset. Total of misclassified is equal to
.
| | | Patient class | | | Normal | SCLC | LCLC | SCC | AC2 | AC3 | AC1 |
| Predicted decision | Normal | 6 | 0 | 0 | 0 | 0 | 0 | 0 | SCLC | 0 | 4 | 0 | 0 | 0 | 1 | 0 | LCLC | 0 | 0 | 3 | 0 | 0 | 4 | 1 | SCC | 0 | 0 | 0 | 16 | 0 | 3 | 0 | AC2 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | AC3 | 0 | 1 | 1 | 0 | 1 | 4 | 0 | AC1 | 0 | 0 | 1 | 0 | 2 | 1 | 20 |
|
|