ExpWoeTable

Weight of evidence for categorical(X-independent) variable against Target variable (Y)

Exploratory analysis on any input data describing the structure and the relationships present in the data. The package automatically select the variable and does related descriptive statistics. Analyzing information value, weight of evidence, custom tables, summary statistics, graphical techniques will be performed for both numeric and categorical predictors.

Dayanand Ubrangala

SmartEDA

Summarize and Explore the Data

Dayanand Ubrangala 

Kiran R

Ravi Prasad Kondapalli

Sayan Putatunda

ExpWoeTable function

<dl><dt>X</dt>
<dd>Independent categorical variable.</dd>
<dt>Y</dt>
<dd>Binary response variable, it can take values of either 1 or 0.</dd>
<dt>valueOfGood</dt>
<dd>Value of Y that is used as reference category.</dd>
<dt>print</dt>
<dd>print results</dd>
<dt>Round</dt>
<dd>rounds the values</dd></dl>

Arguments

Function provides summary statistics with weight of evidence — ExpWoeTable

<dl>

<dt>X</dt>
<dd>Independent categorical variable.</dd>


<dt>Y</dt>
<dd>Binary response variable, it can take values of either 1 or 0.</dd>


<dt>valueOfGood</dt>
<dd>Value of Y that is used as reference category.</dd>


<dt>print</dt>
<dd>print results</dd>


<dt>Round</dt>
<dd>rounds the values</dd>

</dl>

ExpWoeTable: Function provides summary statistics with weight of evidence

Description

Usage

Value

Arguments

Details

Examples