GOSS and LightGBM

Introduction &#xA; LightGBM is a FOSS gradient boosting framework for ML developed by Microsoft. It uses the Gradient-Based One-Side Sampling (GOSS) mechanism. &#xA; GOSS &#xA; GOSS is an sampling method that first, sorts the training data by the gradients of the loss function with respect to the current model, and then selects a subset of the data based on the magnitude of these gradients.&#xA;In…