Table 3

SVM classifier accuracy

Blood

Liver



Time (Hours)

Dose

Number of animals in the dose/time groups

Animals correctly grouped by compound

Percentage grouped correctly

Number of classifiers

Animals correctly grouped by compound

Percentage grouped correctly

Number of classifiers

Overlap of classifiers


6

Low

34

27

79.4

160

32

94.1

110

12

6

Medium

34

32

94.1

210

31

91.2

160

17

6

High

34

30

88.2

10

23

67.6

10

0

24

Low

34

33

97.1

110

28

82.4

310

16

24

Medium

34

34

100.0

360

30

88.2

60

12

24

High

34

32

94.1

360

30

88.2

10

0

48

Low

34

30

88.2

210

32

94.1

360

22

48

Medium

34

33

97.1

310

32

94.1

460

36

48

High

28

22

78.6

60

27

96.4

10

1

Average

90.8

Average

88.5


Lobenhofer et al. Genome Biology 2008 9:R100   doi:10.1186/gb-2008-9-6-r100

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