A simulated data set containing information on ten thousand
customers. The aim here is to predict which customers will default on
their credit card debt.
Usage
Default
Arguments
Format
A data frame with 10000 observations on the following 4 variables.
default
A factor with levels No and Yes
indicating whether the customer defaulted on their debt
student
A factor with levels No and Yes
indicating whether the customer is a student
balance
The average balance that the customer
has remaining on their credit card after making their monthly payment
income
Income of customer
References
James, G., Witten, D., Hastie, T., and Tibshirani, R. (2013)
An Introduction to Statistical Learning with applications in R,
https://www.statlearning.com,
Springer-Verlag, New York