A New Intelligent Medical Decision Support System Based on Enhanced Hierarchical Clustering and Random Decision Forest for the Classification of Alcoholic Liver Damage, Primary Hepatoma, Liver Cirrhosis, and Cholelithiasis

Table 1

The attributes of hepatobiliary disorder dataset.

Attribute	Description	Unit measurement
GOT	Glutamic oxaloacetic transaminase	Karmen unit
GPT	Glutamic pyruvic transaminase	Karmen unit
LDH	Lactate dehydrogenase	iu/l
GGT	Gamma glutamyl transpeptidase	μ/ml
BUN	Blood urea nitrogen	mg/dl
MCV	Mean corpuscular volume of red blood cells	fl
MCH	Mean corpuscular hemoglobin	pg
TBIL	Total bilirubin	mg/dl
CRTNN	Creatinine	mg/dl