Attrition_cb01_gold_hd_2018 ✰

Convert categorical variables (like Department ) into numerical values using One-Hot Encoding.

Targeted at high-performing employees in "Gold" roles with low stock options. Attrition_cb01_gold_HD_2018

Focus on Recall (finding all employees likely to leave) rather than just Accuracy. 5. Strategic Recommendations Percent Salary Hike

Lower monthly income is often the strongest predictor of leaving. Stock Option Level.

Monthly Income, Percent Salary Hike, Stock Option Level.