ILPD (Indian Liver Patient Dataset) Data Set from UCI repository

from: https://archive.ics.uci.edu/ml/datasets/ILPD+
(Indian+Liver+Patient+Dataset)

Abstract: This data set contains 10 variables that are age, gender, total
Bilirubin, direct Bilirubin, total proteins, albumin, A/G ratio, SGPT, SGOT
and Alkphos.

Data Set Characteristics: Multivariate
Number of Instances: 583
Area: Life
Attribute Characteristics: Integer, Real
Number of Attributes: 10
Date Donated: 2012-05-21
Associated Tasks: Classification
Missing Values?: N/A
Number of Web Hits: 97518


Source:

1. Bendi Venkata Ramana 
ramana.bendi '@' gmail.com 
Associate Professor, 
Department of Information Technology, 
Aditya Instutute of Technology and Management, 
Tekkali - 532201, Andhra Pradesh, India. 

2. Prof. M. Surendra Prasad Babu 
drmsprasadbabu '@' yahoo.co.in 
Deptartment of Computer Science & Systems Engineering, 
Andhra University College of Engineering, 
Visakhapatnam-530 003 Andhra Pradesh, India. 

3.Prof. N. B. Venkateswarlu 
venkat_ritch '@' yahoo.com 
Department of Computer Science and Engineering, 
Aditya Instutute of Technology and Management, 
Tekkali - 532201, Andhra Pradesh, India.


Data Set Information:

This data set contains 416 liver patient records and 167 non liver patient
records.The data set was collected from north east of Andhra Pradesh, India.
Selector is a class label used to divide into groups(liver patient or not).
This data set contains 441 male patient records and 142 female patient
records. 

Any patient whose age exceeded 89 is listed as being of age "90".


Attribute Information:

1. Age  Age of the patient
2. Gender   Gender of the patient
3. TB   Total Bilirubin
4. DB   Direct Bilirubin
5. Alkphos Alkaline Phosphotase
6. Sgpt Alamine Aminotransferase
7. Sgot Aspartate Aminotransferase
8. TP   Total Protiens
9. ALB  Albumin
10. A/G Ratio Albumin and Globulin Ratio
11. Selector field used to split the data into two sets 
    (labeled by the experts)


Relevant Papers:

1. Bendi Venkata Ramana, Prof. M. S. Prasad Babu and Prof.
   N. B. Venkateswarlu, â€œA Critical Comparative Study of Liver Patients from
   USA and INDIA: An Exploratory Analysisâ€, International Journal of
   Computer Science Issues, ISSN :1694-0784, May 2012.
2. Bendi Venkata Ramana, Prof. M. S. Prasad Babu and Prof.
   N. B. Venkateswarlu, â€œA Critical Study of Selected Classification
   Algorithms for Liver Disease Diagnosisâ€, International Journal of
   Database Management Systems (IJDMS), Vol.3, No.2,
   ISSN : 0975-5705, PP 101-114, May 2011.