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 ...

Considerations for selecting decision trees for binary classification problems. The shippingData_decisionTree.ipynb notebook shows how to perform model selection for decision trees in binary ...

Abstract: The study's objective is to assess how well the decision tree algorithm and the logistic regression ... Classification is carried out using Python's Sklearn machine learning package. Metrics ...