HR: Human Resources Data
In pbiecek/DALEX: moDel Agnostic Language for Exploration and eXplanation
HR 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'.
pbiecek/DALEX documentation built on Feb. 29, 2024, 1:33 a.m.
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| HR | 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'.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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