Machine Learning, Gradient Boosting, Data Science, Towards Data Science, Loss Function.
training loss functions Incorporating training and validation loss in LightGBM (both Python and scikit-learn API examples) Experiments with Custom Loss Functions The Jupyter notebook also does an in-depth comparison of a default Random Forest, default LightGBM with MSE, and LightGBM with custom