From: Customer churn prediction in telecom using machine learning in big data platform
Technique used for unbalanced dataset | XGBOOST (%) | GSM (B) (%) | Random Forest (%) | Decision Tree (%) |
---|---|---|---|---|
Oversampling | 92 | 90.01 | 84.2 | 76.25 |
Undersampling | 93.12 | 90.21 | 87.76 | 83 |
Without balancing | 93.3 | 90.89 | 78.47 | 72.2 |