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A hybrid decision support system based on rough set and extreme learning machine for diagnosis of hepatitis disease.
- Source :
- Applied Soft Computing; Aug2013, Vol. 13 Issue 8, p3429-3438, 10p
- Publication Year :
- 2013
-
Abstract
- Highlights: [•] A hybrid model of RS and ELM methods was proposed. [•] Feature selection has been carried out without removing missing values in the data set. [•] RS+ELM model was determined as 100.00% success rate. [•] It is considered that the proposed method will be useful in similar medical practices. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 15684946
- Volume :
- 13
- Issue :
- 8
- Database :
- Supplemental Index
- Journal :
- Applied Soft Computing
- Publication Type :
- Academic Journal
- Accession number :
- 89116994
- Full Text :
- https://doi.org/10.1016/j.asoc.2013.03.008