BMC Bioinformatics

Table 9 Comparison of the classification accuracy using the original backward elimination and the proposed method

From: Improving feature selection performance using pairwise pre-evaluation

Backward	GDS1027		GDS2545		GDS2546		GDS2547		GDS3715
Backward	Orig	Modi	Orig	Modi	Orig	Modi	Orig	Modi	Orig	Modi
KNN	0.54	0.64	0.61	0.55	0.62	0.63	0.61	0.62	0.84	0.87
SVM	0.84	0.82	0.72	0.72	0.71	0.73	0.74	0.71	0.85	0.91
Ft number	1000	123	1000	92	1000	174	1000	121	1000	34

Orig Original algorithm, Modi Proposed modified algorithm

Back to article page

ISSN: 1471-2105

Contact us

General enquiries: journalsubmissions@springernature.com