Skip to main content

Table 11 Average performance (F-measure) of the classification algorithms on random permutated class labels

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 51.1 51.6 50.2 50.9
  THCA 49.5 50.8 49.6 50.7
  KIRP 55.4 48.8 50.3 50.1
DNA methylation BRCA 50.0 49.7 51.1 49.1
  THCA 51.1 50.2 53.2 47.9
  KIRP 50.2 49.6 52.0 50.8
Combined BRCA 51.9 49.4 52.6 49.9
  THCA 52.4 50.7 50.1 51.3
  KIRP 50.1 50.4 50.3 50.2