Tumor Classification Using High-Order Gene Expression Profiles Based on Multilinear ICA

Table 3

Classification results on three tumor datasets by LOO-CV.

	Dataset
Method	Leukemia dataset 1	Leukemia dataset 2	Leukemia dataset 1 + dataset 2	Lung dataset 3
SVM	95.76	94.32	90.75	88.69
ICA + SVM	99.15	99.45	95.48	90.44
Multilinear ICA + SVM	—	—	99.80	90.26
			99.54