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The Improvement of Decision Tree Construction Algorithm Based On Quantum Heuristic Algorithms
December 28, 2022 Β· Declared Dead Β· π Lobachevskii Journal of Mathematics
"No code URL or promise found in abstract"
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Authors
Ilnaz Mannapov
arXiv ID
2212.14725
Category
quant-ph: Quantum Computing
Cross-listed
cs.LG
Citations
2
Venue
Lobachevskii Journal of Mathematics
Last Checked
5 months ago
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.
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