View uci-20070111 liver-disorders (public)

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Summary

(No information yet)

License
unknown (from Weka repository)
Dependencies
Tags
arff slurped Weka
Attribute Types
Integer,Floating Point
Download
# Instances: 345 / # Attributes: 7
HDF5 (21.8 KB) XML CSV ARFF LibSVM Matlab Octave
Completeness of this item currently: 55%.
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Original Data Format
arff
Name
liver-disorders
Version mldata
0
Comment

  1. Title: BUPA liver disorders

  2. Source information: -- Creators: BUPA Medical Research Ltd. -- Donor: Richard S. Forsyth 8 Grosvenor Avenue Mapperley Park Nottingham NG3 5DX 0602-621676 -- Date: 5/15/1990

  3. Past usage: -- None known other than what is shown in the PC/BEAGLE User's Guide (written by Richard S. Forsyth).

  4. Relevant information: -- The first 5 variables are all blood tests which are thought to be sensitive to liver disorders that might arise from excessive alcohol consumption. Each line in the bupa.data file constitutes the record of a single male individual. -- It appears that drinks>5 is some sort of a selector on this database. See the PC/BEAGLE User's Guide for more information.

  5. Number of instances: 345

  6. Number of attributes: 7 overall

  7. Attribute information:

  8. mcv mean corpuscular volume

  9. alkphos alkaline phosphotase

  10. sgpt alamine aminotransferase

  11. sgot aspartate aminotransferase

  12. gammagt gamma-glutamyl transpeptidase

  13. drinks number of half-pint equivalents of alcoholic beverages drunk per day

  14. selector field used to split data into two sets

  15. Missing values: none% Information about the dataset CLASSTYPE: nominal CLASSINDEX: last

Names
mcv,alkphos,sgpt,sgot,gammagt,drinks,selector,
Types
  1. numeric
  2. numeric
  3. numeric
  4. numeric
  5. numeric
  6. numeric
  7. nominal:1,2
Data (first 10 data points)
    mcv alkp... sgpt sgot gamm... drinks sele...
    85.0 92.0 45.0 27.0 31.0 0.0 1.0
    85.0 64.0 59.0 32.0 23.0 0.0 2.0
    86.0 54.0 33.0 16.0 54.0 0.0 2.0
    91.0 78.0 34.0 24.0 36.0 0.0 2.0
    87.0 70.0 12.0 28.0 10.0 0.0 2.0
    98.0 55.0 13.0 17.0 17.0 0.0 2.0
    88.0 62.0 20.0 17.0 9.0 0.5 1.0
    88.0 67.0 21.0 11.0 11.0 0.5 1.0
    92.0 54.0 22.0 20.0 7.0 0.5 1.0
    90.0 60.0 25.0 19.0 5.0 0.5 1.0
    ... ... ... ... ... ... ...
Description

A gzip'ed tar containing UCI and UCI KDD datasets (uci-20070111.tar.gz, 17,952,832 Bytes)

URLs
(No information yet)
Publications
    Data Source
    http://www.ics.uci.edu/~mlearn/MLRepository.html http://kdd.ics.uci.edu/
    Measurement Details
    Usage Scenario
    revision 1
    by mldata on 2011-09-14 15:35

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