In this article, I will be implementing a Decision Tree model without relying on Python’s easy-to-use sklearn library. This post aims to discuss the fundamental mathematics and statistics behind a ...

However, you may use some libraries to store and preprocess the data, like numpy, pandas in python. The detailed rules are as below: • Successfully implement decision tree with ID3 or C4.5 algorithm ...

Our preliminary work can be significantly improved by modeling the structured knowledge of its downstream task (e.g., decision tree) as learning feedback. In this journal version, we propose a novel ...