hepatitis


  This is the hepatitis dataset from the UCI. The data was donated by Gail Gong.


datasets

Data preprocessing techniques for classification. Functions for normalization, handling of missing values,discretization, outlier detection, feature selection, and data visualization are included.

Edgar Acuna

dprep

Data Pre-Processing and Visualization Functions for
Classification

hepatitis function

A data frame with 155 observations on the following 20 variables.
This dataset contains a large number of missing values.
  <dl>
    <dt>V1</dt><dd>Histology:no,yes</dd> <dt>V2</dt><dd>age</dd> <dt>V3</dt><dd>sex: male,female</dd> <dt>V4</dt><dd>steroid:no,yes</dd> <dt>V5</dt><dd>antivirals:no,yes</dd> <dt>V6</dt><dd>fatigue:no, yes</dd> <dt>V7</dt><dd>malaise:no, yes</dd> <dt>V8</dt><dd>anorexia:no, yes</dd> <dt>V9</dt><dd>liver big:no,yes</dd> <dt>V10</dt><dd>liver firm:no,yes</dd> <dt>V11</dt><dd>spleen palpable: no, yes</dd> <dt>V12</dt><dd>spiders:no,yes</dd> <dt>V13</dt><dd>ascites:no,yes</dd> <dt>V14</dt><dd>Varices:no,yes</dd> <dt>V15</dt><dd>Bilirubin</dd> <dt>V16</dt><dd>alk phosphate</dd> <dt>V17</dt><dd>sgot</dd> <dt>V18</dt><dd>Albumin</dd> <dt>V19</dt><dd>Protime</dd> <dt>V20</dt><dd>Class:Die, Live</dd> </dl> 

Format

The UCI Machine Learning Database Repository at:
<ul>
<li> <a href="/link/ftp%3A%2F%2Fftp.ics.uci.edu%2Fpub%2Fmachine-learning-databases?package=dprep&version=3.0.2" data-mini-rdoc="dprep::ftp://ftp.ics.uci.edu/pub/machine-learning-databases">ftp://ftp.ics.uci.edu/pub/machine-learning-databases</a>
      </li>
<li> <a href="http://www.ics.uci.edu/~mlearn/MLRepository.html">http://www.ics.uci.edu/~mlearn/MLRepository.html</a>
    </li>
</ul> 

hepatitis: The hepatitis dataset

Description

Usage

Arguments

Format

Source

Details

References

Examples