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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