Table 2 Performance of DEGnext on bio-test data (T3) of all 17 datasets using general learning considering fivefold cross validation
Dataset | Accuracy | Recall | Precision | F-measure | MCC |
|---|---|---|---|---|---|
BLCA | 98.42 | 98.42 | 98.49 | 0.98 | 0.97 |
BRCA | 98.80 | 98.80 | 98.83 | 0.99 | 0.98 |
| Â | 100.00 | 100.00 | 100.00 | 1.00 | 1.00 |
CHOL COAD | 99.64 | 99.64 | 99.65 | 1.00 | 0.99 |
ESCA | 97.95 | 97.95 | 98.10 | 0.98 | 0.96 |
HNSC | 99.32 | 99.32 | 99.34 | 0.99 | 0.98 |
KICH | 100.00 | 100.00 | 100.00 | 1.00 | 1.00 |
KIRC | 99.78 | 99.78 | 99.78 | 1.00 | 1.00 |
KIRP | 100.00 | 100.00 | 100.00 | 1.00 | 1.00 |
LIHC | 95.93 | 95.93 | 96.23 | 0.96 | 0.85 |
LUAD | 99.82 | 99.82 | 99.83 | 1.00 | 1.00 |
LUSC | 99.88 | 99.88 | 99.88 | 1.00 | 1.00 |
PRAD | 99.35 | 99.35 | 99.36 | 0.99 | 0.99 |
READ | 95.39 | 95.39 | 96.54 | 0.95 | 0.92 |
STAD | 96.89 | 96.89 | 97.06 | 0.97 | 0.93 |
THCA | 99.87 | 99.87 | 99.87 | 1.00 | 1.00 |
UCEC | 99.60 | 99.60 | 99.61 | 1.00 | 0.99 |