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Elite male table tennis matches diagnosis using SHAP and a hybrid LSTM–BPNN algorithm

This study adopts a new approach, SHapley Additive exPlanation (SHAP), to diagnose the table tennis matches based on a hybrid algorithm, namely Long Short-Term Memory–Back Propagation Neural Network (LSTM–BPNN). 100 male singles competitions (8535 rallies) from 2019 to 2022 are analyzed by a hybrid...

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Detalles Bibliográficos
Autores principales: Song, Honglin, Li, Yutao, Zou, Xiaofeng, Hu, Ping, Liu, Tianbiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352295/
https://www.ncbi.nlm.nih.gov/pubmed/37460573
http://dx.doi.org/10.1038/s41598-023-37746-1