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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
  THCA 97.7 97.2 97.6 98.4
  KIRP 98.8 98.8 95.2 99.4
DNA methylation BRCA 97.2 97.5 97.4 98.3
  THCA 96.1 96.3 95.1 97.0
  KIRP 97.8 96.5 98.0 99.0
Combined BRCA 97.2 97.5 97.8 98.9
  THCA 96.4 95.2 97.2 97.3
  KIRP 98.0 96.8 98.4 98.2