Table 11 Performance comparison (f1-score and accuracy) with the RF method, based on the first study with 27k DNA methylation profile dataset
Cancer type | Method | F1-Score | Accuracy |
|---|---|---|---|
Breast Cancer (BRCA) | RF (Modhukur et al.) | 0.954 | 0.926 |
Proposed method | 0.997 | 1.0 | |
Stomach Cancer (STAD) | RF (Modhukur et al.) | 0.954 | 0.939 |
Proposed method | 0.955 | 1.0 | |
Ovary Cancer (OV) | RF (Modhukur et al.) | 1.0 | 1.0 |
Proposed method | 0.996 | 0.997 |