Research Article
Gene-Based Multiclass Cancer Diagnosis with Class-Selective Rejections
Table 9
Confusion matrix of the cascade classifier (50
with rejection and 50
H classifier). Total of misclassified is equal to 13.
| | | 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 | 0 | 0 | LCLC | 0 | 0 | 3 | 0 | 0 | 4 | 1 | SCC | 0 | 0 | 0 | 16 | 0 | 2 | 0 | AC2 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | AC3 | 0 | 1 | 1 | 0 | 1 | 6 | 0 | AC1 | 0 | 0 | 1 | 0 | 1 | 1 | 20 |
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