On Feature Selection and Rule Extraction for High Dimensional Data: A Case of Diffuse Large B-Cell Lymphomas Microarrays Classification

Table 5

Top-10 linguistic features for DLBCL dataset selected by our method in 10-fold cross validation (most informative: right, least informative: left).

Cross validation	Class	Feature type	Feature ranking
1	1	Linguistic	S	M	M	S	L	S	M	L	S	S
		Original	7057	207	931	87	2479	7052	546	2360	83	7043
	2	Linguistic	S	M	L	L	M	S	L	L	L	S
		Original	450	7052	6264	207	83	2360	83	87	7043	546
2	1	Linguistic	L	L	M	M	S	S	S	M	L	S
		Original	355	2479	207	931	87	7052	83	546	2360	7043
	2	Linguistic	S	M	L	L	L	M	S	L	L	S
		Original	355	7052	83	6264	207	83	2360	87	7043	546
3	1	Linguistic	S	M	S	M	L	S	M	L	S	S
		Original	7052	931	7057	207	2479	87	546	2360	83	7043
	2	Linguistic	L	S	S	L	S	L	M	S	L	L
		Original	7057	2479	450	207	2360	83	83	546	87	7043
4	1	Linguistic	M	L	M	L	M	S	S	S	L	S
		Original	931	2164	207	2479	546	7052	87	83	2360	7043
	2	Linguistic	S	L	S	L	L	S	M	L	S	L
		Original	2479	6264	450	207	83	2360	83	87	546	7043
5	1	Linguistic	L	M	L	M	S	S	M	L	S	S
		Original	2164	931	2479	207	7052	87	546	2360	83	7043
	2	Linguistic	S	S	L	S	L	L	M	L	S	L
		Original	2479	450	6264	2360	83	207	83	87	546	7043
6	1	Linguistic	L	M	S	M	L	S	S	M	L	S
		Original	355	207	7052	931	2479	87	83	546	2360	7043
	2	Linguistic	L	L	S	L	M	L	S	L	S	L
		Original	7057	6264	450	207	83	83	2360	87	546	7043
7	1	Linguistic	S	S	M	M	L	S	M	S	L	S
		Original	7052	7057	931	207	2479	87	546	83	2360	7043
	2	Linguistic	L	S	S	L	L	S	M	L	S	L
		Original	6264	2479	450	207	83	2360	83	87	546	7043
8	1	Linguistic	L	M	M	S	S	S	L	S	L	S
		Original	355	546	931	7052	87	7057	2479	83	2360	7043
	2	Linguistic	L	L	S	M	S	L	L	L	S	L
		Original	7057	207	2360	83	2479	6264	83	87	546	7043
9	1	Linguistic	S	S	M	L	M	S	M	S	L	S
		Original	7057	7052	931	2479	207	87	546	83	2360	7043
	2	Linguistic	L	S	S	L	L	S	M	L	S	L
		Original	6264	450	2479	207	83	2360	83	87	546	7043
10	1	Linguistic	M	L	M	S	S	S	M	S	L	S
		Original	207	2479	931	87	7052	7057	546	83	2360	7043
	2	Linguistic	L	L	S	L	S	L	M	L	S	L
		Original	6264	7057	450	207	2360	83	83	87	546	7043