Identify trends by looking for correlations between these key factors:
Attrition datasets are usually imbalanced (more people stay than leave). Use techniques like SMOTE (Synthetic Minority Over-sampling Technique) to balance the classes. Algorithm Selection: Logistic Regression: Good for baseline interpretability. Attrition_cb01_gold_HD_2018
Lower monthly income is often the strongest predictor of leaving. Identify trends by looking for correlations between these