Contents
- LightGBM Introduction
- Gradient Boosting
i. Algorithm - LightGBM API
i. Plotting
ii. Saving the model - LightGBM Parameters
i. Tree parameters
ii. Tuning for imbalanced data
iii. Tuning for overfitting
iv. Tuning for accuracy - Resources
Although maybe not as fashionable as deep learning algorithms in 2018, the effectiveness of tree and