LightGBM is a machine learning framework commonly used for ranking, and classification. Its advantages like high speed, accuracy, low memory usage, and ability to handle large-scale data make it ideal ...

Dr. James McCaffrey from Microsoft Research presents a full-code, step-by-step tutorial on using the LightGBM tree-based system to perform binary classification (predicting a discrete variable that ...

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on this powerful machine learning technique used to predict a single numeric value. A regression problem is one ...