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Predicting Basketball Shot Outcome From Visuomotor Control Data Using Explainable Machine Learning.

Quiet eye (QE), the visual fixation on a target before initiation of a critical action, is associated with improved performance. While QE is trainable, it is unclear whether QE can directly predict performance, which has implications for training interventions. This study predicted basketball shot o...

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Published in:Journal of Sport & Exercise Psychology Vol. 46; no. 5; pp. 293 - 301
Main Authors: Aitcheson-Huehn, Nikki, MacPherson, Ryan, Panchuk, Derek, Kiefer, Adam W.
Format: Article
Published: Human Kinetics Publishers, Inc. Oct2024
Subjects:
Visuomotor coordination
Random forest algorithms
Eye tracking
Decision trees
Machine learning
Online Access:View this record in EBSCOhost