Stop Waiting: Make XGBoost 46x Faster With One Parameter Change

XGBoost has built-in support for NVIDIA CUDA, so tapping into GPU acceleration doesn’t require new libraries or code rewrites. This single change can make your training 5–15x faster on large datasets. The Proof: A 46x Speed-up on Amex Default Prediction.