Evaluating XGBoost for Balanced and Imbalanced Data: Application to Fraud Detection

Gissel Velarde, Anindya Sudhir, Sanjay Deshmane +3

This paper evaluates XGboost's performance given different dataset sizes and class distributions, from perfectly balanced to highly imbalanced. XGBoost has been selected for evalua…