Targeted at high-performing employees in "Gold" roles with low stock options.
Job Role, Department, Job Level, Business Travel frequency. Attrition_cb01_gold_HD_2018
If you are building a machine learning model, follow this workflow: Targeted at high-performing employees in "Gold" roles with
Focus on Recall (finding all employees likely to leave) rather than just Accuracy. 5. Strategic Recommendations Attrition_cb01_gold_HD_2018
Employees working overtime frequently show higher attrition rates.
Better for capturing complex interactions between satisfaction and pay.
Convert categorical variables (like Department ) into numerical values using One-Hot Encoding.