Skip to content

alankarpatra/IBM_HR_Attrition

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits

.gitignore

.gitignore

 
 

HR Attrition.ipynb

HR Attrition.ipynb

 
 

HR-Employee-Attrition.csv

HR-Employee-Attrition.csv

 
 

README.md

README.md

 
 

hr_attrition_profiling.html

hr_attrition_profiling.html

 
 

Repository files navigation

IBM_HR_Attrition

Uncover the factors that lead to employee attrition at IBM.

Models Used:

  1. Decision Tree
  2. Random Forest
  3. Random Forest - Boosting

Over Sampling using SMOTE Technique. Parameter Tuning using GridSearchCV.

About

Uncover the factors that lead to employee attrition at IBM

Topics

machine-learning analysis random-forest decision-tree attrition pandas-profiling smote classification-model gridsearchcv employee-attrition ibm-hr-attrition

Resources

Readme
Activity

Stars

1 star

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages