LightGBM can perform binary classification , multi-class classification, (predict one of three or more possible values), regression (predict a single numeric value) and ranking. [Click on image for ...

A decision tree is a machine learning technique that can be used for binary classification or multi-class classification. A multi-class classification problem is one where the goal is to predict the ...