The Data Science Lab Decision Tree Regression from Scratch Using C# Dr. James McCaffrey of Microsoft Research says the technique is easy to tune, works well with small datasets and produces highly ...

First off, you need to be clear what exactly you mean by advantages. People have argued the relative benefits of trees vs. logistic regression in the context of interpretability, robustness, etc.

Decision trees are a simple but powerful prediction method. Figure 1: A classification decision tree is built by partitioning the predictor variable to reduce class mixing at each split. Figure 2 ...

The Data Science Lab Decision Tree Regression from Scratch Using C# Dr. James McCaffrey of Microsoft Research says the technique is easy to tune, works well with small datasets and produces highly ...