Binary tree is one of the most important data structures in the programming world. The basic definition can be given as follows (as mentioned in one of the data structures book by Tenenbaum). "A ...
This repository contains a complete implementation of a Decision Tree algorithm for both classification and regression tasks, built from the ground up in Python. The model is implemented using only ...
A comprehensive exploration of Decision Tree algorithms using scikit-learn, featuring classification on the Iris dataset and regression on the Diabetes dataset, with hyperparameter tuning and ...
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