Cancer type | Method | Precision | Recall |
---|---|---|---|
Breast Cancer (BRCA) | DNN (Zheng et al.) | 0.9810 | 1.00 |
RF (Modhukur et al.) | 0.976 | 0.932 | |
Proposed method | 0.995 | 1.00 | |
Stomach Cancer (STAD) | DNN (Zheng et al.) | 0.8721 | 0.9375 |
RF (Modhukur et al.) | 0.944 | 0.964 | |
Proposed method | 0.9142 | 1.00 | |
Ovary Cancer (OV) | DNN (Zheng et al.) | – | – |
RF (Modhukur et al.) | 1.0 | 1.0 | |
Proposed method | 0.994 | 0.997 |