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Table 3 SVM classifier accuracy

From: Gene expression response in target organ and whole blood varies as a function of target organ injury phenotype

   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