LightGBM: A High-Performance Gradient Boosting Framework for Machine Learning

LightGBM, an open-source gradient boosting framework, provides swift and accurate solutions for various machine learning applications. Developed by Microsoft Research, LightGBM aims to deliver highly efficient training processes, making it a top choice among large corporations. Parallelized Tree Architecture: The Inner Workings of LightGBM LightGBM’s core lies in its parallelized tree architecture, which allows for…