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Published at November 27

Predicting Water Quality using Quantum Machine Learning: The Case of the Umgeni Catchment (U20A) Study Region

quant-ph

cs.AI

cs.LG

Released Date: November 27, 2024

Authors: Muhammad Al-Zafar Khan¹, Jamal Al-Karaki², Marwan Omar³

Aff.: ¹College of Interdisciplinary Studies (CIS), Zayed University, Abu Dhabi, UAE; ²College of Interdisciplinary Studies (CIS), Zayed University, Abu Dhabi, UAE; College of Engineering, The Hashemite University, Zarqa, Jordan; ³Faculty of Information Technology Management, Illinois Institute of Technology, Chicago, USA

Arxiv: http://arxiv.org/abs/2411.18141v1

Kernel	Accuracy	F1	Precision	Recall	AUROC	AUPRC
Linear	0.5833	0.7059	0.5455	1.0000	0.5833	0.5455
Poly	0.7500	0.8000	0.6667	1.000	0.7500	0.6667
RBF	0.7500	0.8000	0.6667	1.000	0.7500	0.6667