Supervised clustering of genes

Table 7 Comparison against the literature

	Leukemia	Breast	Prostate	Colon	SRBCT	Lymphoma	Brain	NCI*
Supervised clustering	1.39%	0.00%	4.90%	16.13%	0.00%	0.00%	11.90%	26.50%
Literature	1.39%	5.26%	9.80%	9.68%	0.00%	?	16.67%	≅ 35%

Best leave-one-out cross validation error-rates from our supervised clustering procedure compared to best reported results from the literature where directly comparable, references are given in the main text. *The mean error-rate on the NCI data is based on random divisions into training and test set, and compared against the median error-rate obtained under the same framework in [16].

ISSN: 1474-760X