Esport valorant: Optimizing hyperparameters of win rate prediction model using derivative-free method

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Esport valorant: Optimizing hyperparameters of win rate prediction model using derivative-free method

This research investigates the application of machine learning to predict outcomes in Valorant, a rapidly-growing first-person shooter game within the esports field. This project developed two predictive models, neural network and XGBoost, and optimized using Bayesian optimization and random search...

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Bibliographic Details
Main Author:	Chang, Yang
Format:	Final Year Project / Dissertation / Thesis
Published:	2024
Subjects:	Q Science (General) T Technology (General)
Online Access:	http://eprints.utar.edu.my/6945/ http://eprints.utar.edu.my/6945/1/fyp_CS_2024_CY.pdf

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