Table 9 Average performance (F-measure) of the classification algorithms
From: Combining DNA methylation and RNA sequencing data of cancer for supervised knowledge extraction
Experiment | Cancer | C4.5 | RIPPER | CAMUR | Random Forest |
|---|---|---|---|---|---|
RNA sequencing | BRCA | 98.5 | 98.1 | 98.2 | 97.3 |
| Â | THCA | 97.7 | 97.2 | 97.6 | 98.4 |
| Â | KIRP | 98.8 | 98.8 | 95.2 | 99.4 |
DNA methylation | BRCA | 97.2 | 97.5 | 97.4 | 98.3 |
| Â | THCA | 96.1 | 96.3 | 95.1 | 97.0 |
| Â | KIRP | 97.8 | 96.5 | 98.0 | 99.0 |
Combined | BRCA | 97.2 | 97.5 | 97.8 | 98.9 |
| Â | THCA | 96.4 | 95.2 | 97.2 | 97.3 |
| Â | KIRP | 98.0 | 96.8 | 98.4 | 98.2 |