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Table 2 Execution time T(s) and Speedup S for different cases

From: Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data

# of PEs

Case 1

Case 2

Case 3

Case 4

Case 5

 

T

S

T

S

T

S

T

S

T

S

1

64.23

-

549.62

-

592.13

-

774.29

-

260.13

-

2

33.26

1.93

278.49

1.97

299.85

1.97

390.13

1.98

132.17

1.96

4

17.17

3.74

142.35

3.86

153.47

3.85

197.56

3.92

68.09

3.82

8

9.53

6.73

75.08

7.32

79.10

7.49

100.73

7.69

36.72

7.08

16

5.19

12.37

41.25

13.32

44.26

13.38

52.56

14.73

20.25

12.85

24

3.60

17.84

31.10

17.67

35.79

16.54

42.52

18.21

15.91

16.35