Machine Learning Algorithm Showdown: Logistic Regression vs. Random Forest vs. XGBoost on Imbalanced Data Posted onOctober 5, 2025AuthorCharles Durfee Author: Jayita Gulati Imbalanced datasets are a common challenge in machine learning. Go to Source