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

Open Data