https://github.com/abhiroy96/indian-liver-patient-uci-dataset
ILPD classification using MLP in TensorFlow
https://github.com/abhiroy96/indian-liver-patient-uci-dataset
Last synced: 3 months ago
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ILPD classification using MLP in TensorFlow
- Host: GitHub
- URL: https://github.com/abhiroy96/indian-liver-patient-uci-dataset
- Owner: AbhiRoy96
- License: mit
- Created: 2018-06-15T10:49:12.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2018-06-15T11:08:44.000Z (about 7 years ago)
- Last Synced: 2025-01-23T15:32:57.097Z (5 months ago)
- Language: HTML
- Size: 90.8 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Indian-Liver-Patient-Dataset
ILP classification using MLP in TensorFlow
## 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. Click here to get the dataset https://archive.ics.uci.edu/ml/datasets/ILPD+(Indian+Liver+Patient+Dataset)
### Attribute Information
1. Age (integer) -- Age of the patient
2. Gender (integer) -- Gender of the patient
3. Total Bilirubin (continuous) -- TB
4. Direct Bilirubin (continuous) -- DB
5. Total proteins (continuous) -- TP
6. Albumin (continuous) -- ALB
7. A/G ratio (continuous) -- Albumin and Globulin Ratio
8. SGPT (continuous) -- Alamine Aminotransferase
9. SGOT (continuous) -- Aspartate Aminotransferase
10. Alkphos (continuous) -- Alkaline Phosphotase
11. Class (integer)
### 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".
### 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.
Date received: May, 2012