Dr. James McCaffrey of Microsoft Research provides a full-code, step-by-step machine learning tutorial on how to use the LightGBM system to perform multi-class classification using Python and the ...

Notice the data is not linearly separable so simple classification techniques such as multi-class logistic regression, decision trees and non-kernel multi-class support vector machines would likely ...