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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| Format: | Final Year Project / Dissertation / Thesis |
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2024
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| Online Access: | http://eprints.utar.edu.my/6352/1/fyp_CS_2024_CY.pdf http://eprints.utar.edu.my/6352/ |
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