createIndianLiverPatient: Create Indian Liver Patient dataset

In jkrijthe/createdatasets: Download and preprocess common benchmark dataset for use in reproduceable simulation studies

Description

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".

Usage

createIndianLiverPatient(file = getfilepath("indianliverpatient.rds"),
  write = TRUE, read = TRUE)

Arguments

file	character; path/filename to write data file to
write	logical; should the dataset be written to disk for later use? (default: TRUE)
read	logical; should we try to read the dataset from the specified location first? (default: TRUE)

Details

Task: formula(Patient ~ . )

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)

Value

The dataset as a data.table

References

Bendi Venkata Ramana, Prof. M. S. Prasad Babu and Prof. N. B. Venkateswarlu, Critical Comparative Study of Liver Patients from USA and INDIA: An Exploratory Analysis, International Journal of Computer Science Issues, ISSN :1694-0784, May 2012.

See Also

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

jkrijthe/createdatasets documentation built on May 19, 2019, 12:44 p.m.