The Improvement of Decision Tree Construction Algorithm Based On Quantum Heuristic Algorithms
Quantum Physics
2023-01-02 v1 Machine Learning
Abstract
This work is related to the implementation of a decision tree construction algorithm on a quantum simulator. Here we consider an algorithm based on a binary criterion. Also, we study the improvement capability with quantum heuristic QAOA. We implemented the classical and the quantum version of this algorithm to compare built trees.
Cite
@article{arxiv.2212.14725,
title = {The Improvement of Decision Tree Construction Algorithm Based On Quantum Heuristic Algorithms},
author = {Ilnaz Mannapov},
journal= {arXiv preprint arXiv:2212.14725},
year = {2023}
}