| HR {DALEX} | R Documentation |
Human Resources Data
Description
Datasets HR and HR_test are artificial, generated form the same model.
Structure of the dataset is based on a real data, from Human Resources department with
information which employees were promoted, which were fired.
Usage
data(HR)
Format
a data frame with 10000 rows and 6 columns
Details
Values are generated in a way to: - have interaction between age and gender for the 'fired' variable - have non monotonic relation for the salary variable - have linear effects for hours and evaluation.
gender - gender of an employee.
age - age of an employee in the moment of evaluation.
hours - average number of working hours per week.
evaluation - evaluation in the scale 2 (bad) - 5 (very good).
salary - level of salary in the scale 0 (lowest) - 5 (highest).
status - target variable, either 'fired' or 'promoted' or 'ok'.