main main
KEEL-dataset - data set description
dataset/images/bupa.jpg



This section describes main characteristics of the bupa data set and its attributes:

General information

Liver Disorders (BUPA) data set
TypeClassificationOriginReal world
Features 6(Real / Integer / Nominal)(1 / 5 / 0)
Instances345 Classes2
Missing values?No

Attribute description

AttributeDomain
Mcv[65, 103]
Alkphos[23, 138]
Sgpt[4, 155]
Sgot[5, 82]
Gammagt[5, 297]
Drinks[0.0, 20.0]
Selector{1,2}

Additional information

This data set analizes some liver disorders that might arise from excessive alcohol consumption (the first 5 variables), and the number of half-pint equivalents of alcoholic beverages drunk per day for each individual. The task is to select if a given individual suffers from alcoholism.




In this section you can download some files related to the bupa data set:

  • The complete data set already formatted in KEEL format can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 10-folds cross validation procedure can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from herezip.gif.
  • The header file associated to this data set can be downloaded from heretxt.png.
  • This is not a native data set from the KEEL project. It has been obtained from the UCI Machine Learning Repository . The original page where the data set can be found is: http://archive.ics.uci.edu/ml/datasets/Liver+Disorders.


 
 Copyright 2004-2018, KEEL (Knowledge Extraction based on Evolutionary Learning)
About the Webmaster Team
Valid XHTML 1.1   Valid CSS!