Table 2.

Selected genes in MS dataset

Time	Accuracy (%)	Median	Selected genes
2	78	15	Caspase 3, Caspase 10, IL-4Ra
3	77	13.5	Caspase 3, Caspase 10, Jak2
4	81	11.5	Caspase 10, Caspase 2, Jak2
5	85	26	Caspase 10, MAP3K1, IRF8, Caspase 3,
			Caspase 2, Jak2, IL-4Ra, IL12Rb2
6	84	13.5	Caspase 10, Caspase 3, Jak2, IRF4,
			Caspase 2
7	85	23.5	Caspase 10, Caspase 3, Jak2, IL-4Ra,
			MAP3K1, RAIDD, Caspase 2

See Table 1 for description of the time, accuracy and median columns. Selected genes are genes selected in at least 90% of the training–testing splits. Accuracy is based on loop HMM using discriminative training.