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