Research Article

Feature Selection Method Based on Artificial Bee Colony Algorithm and Support Vector Machines for Medical Datasets Classification

Table 3

Range values and attribute names for liver disorders dataset [35].

The number of attributeThe name of attributeDescription of the attributeInterval of attribute

1MCV Mean corpuscular volume65–103
2AlkphosAlkaline phosphatase23–138
3SGPTAlamine aminotransferase4–155
4SGOTAspartate aminotransferase5–82
5gammaGTGamma-glutamyl transpeptidase5–297
6DrinksNumber of half-pint equivalents of alcoholic beverages drunk per day0–20