Arguably, the two most powerful techniques for multi-class classification on non-trivial datasets are neural networks and tree boosting. In some recent multi-class classification challenges, LightGBM ...

Following new best practices, Dr. James McCaffrey of Microsoft Research revisits multi-class classification for when the variable to predict has three or more possible values. This is the second of ...