PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques

Yubin Park, Joyce C. Ho

Stochastic Gradient TreeBoost is often found in many winning solutions in public data science challenges. Unfortunately, the best performance requires extensive parameter tuning an…