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Table 13 Runtime (DD:HH:MM) for F-measure values of KEGG-U data set (LVH)

From: Improved classification of large imbalanced data sets using rationalized technique: Updated Class Purity Maximization Over_Sampling Technique (UCPMOT)

Number of mappers

Over_sampling techniques

B

C

D

E

F

G

H

I

J

K

8

2:21:37

3:09:44

3:04:53

4:11:26

4:02:42

3:21:08

3:11:42

3:19:07

3:22:21

3:23:03

16

2:10:32

2:16:39

2:14:38

3:10:49

3:07:55

2:23:07

2:18:09

2:22:56

3:01:48

3:03:38

32

1:23:20

2:04:21

2:02:16

2:20:11

2:17:23

2:06:17

2:03:32

2:04:51

2:12:34

2:15:02

64

1:17:56

1:22:47

1:21:38

2:12:53

2:09:43

2:02:34

1:23:21

2:01:14

2:05:41

2:07:29