Table 10 Fitness values of the proposed RBNRO-DE based on k-NN, SVM and XGBoost classifiers
Benchmark | RBNRO-DE with k-NN | RBNRO-DE with SVM | RBNRO-DE with XGBoost |
|---|---|---|---|
BLCA | 0.0029 | 0.0025 | 0.0030 |
CESC | 0.0185 | 0.0025 | 0.0170 |
CHOL | 0.0025 | 0.0025 | 0.0100 |
COAD | 0.0025 | 0.0025 | 0.0100 |
ESCA | 0.0279 | 0.0113 | 0.0300 |
GBM | 0.0025 | 0.0025 | 0.0100 |
HNSC | 0.0089 | 0.0025 | 0.0283 |
KICH | 0.0025 | 0.0025 | 0.0100 |
KIRC | 0.0047 | 0.0025 | 0.0112 |
KIRP | 0.0025 | 0.0025 | 0.0100 |
LIHC | 0.0025 | 0.0026 | 0.0020 |
LUAD | 0.0112 | 0.0103 | 0.0020 |
LUSC | 0.0026 | 0.0025 | 0.0129 |
PAAD | 0.0025 | 0.0025 | 0.0100 |
PCPG | 0.0025 | 0.0025 | 0.0100 |
READ | 0.0025 | 0.0025 | 0.0100 |
SARC | 0.0212 | 0.0067 | 0.0197 |
SKCM | 0.0025 | 0.0025 | 0.0100 |
STAD | 0.0029 | 0.0125 | 0.0470 |
THCA | 0.0025 | 0.0025 | 0.0200 |
THYM | 0.0025 | 0.0025 | 0.0100 |
UCEC | 0.0038 | 0.0025 | 0.0030 |
Ranking (\(\text {W|T|L}\)) | 1|11|10 | \(\mathbf {8|11|3}\) | 2|0|20 |