displayResponseRatebyLevels {CollapseLevels}

displayResponseRatebyLevels

Description

This function displays the response percents of the levels of an attribute.

Usage

displayResponseRatebyLevels(
  dset,
  col = "job",
  resp = "Good_Bad",
  bins = 10,
  adjFactor = 0.5
)

Arguments

dset

The data frame containing the data set

col

A character respresenting the name of the attribute . The attribute can either be numeric or categorical

resp

A character respresenting the name of the binary outcome variable The binary outcome variable may be a factor with two levels or an integer (or numeric ) with two unique values

bins

A number denoting the number of bins.Default value is 10

adjFactor

A number or a decimal denoting what is to be added to the number of responses (binary outcome variable is 1 ) or to the number of non responses (binary outcome variable is 0) if either is zero for any level of the attribute

Examples

# Load the German_Credit data set supplied with this package

data("German_Credit")

displayResponseRatebyLevels(German_Credit,col="Credit_History",resp="Good_Bad")