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Table 14 Execution time of C4.5, RIPPER and Random Forest algorithms

From: Combining DNA methylation and RNA sequencing data of cancer for supervised knowledge extraction

Experiment

Cancer

C4.5_time

RIPPER_time

RandomForest_time

RNA sequencing

BRCA

04m:07s

09m:09s

00m:48s

 

THCA

01m:28s

02m:30s

00m:30s

 

KIRP

00m:27s

00m:46s

00m:16s

DNA methylation

BRCA

02m:53s

06m:10s

00m:37s

 

THCA

01m:34s

03m:12s

00m:34s

 

KIRP

00m:45s

01m:02s

00m:22s

Combined

BRCA

06m:31s

10m:20s

6m:38s

 

THCA

01m:58s

3m:35s

00m:28s

 

KIRP

01m:10s

01m:45s

02m:55s