Classification of Motor Competence in Schoolchildren Using Wearable Technology and Machine Learning with Hyperparameter Optimization

Classification of Motor Competence in Schoolchildren Using Wearable Technology and Machine Learning with Hyperparameter Optimization

Determining the classification of motor competence is an essential aspect of physical activity that must be carried out during school years. The objective is to evaluate motor competence in schoolchildren using smart bands, generate percentiles of the evaluation metrics, and classify motor performan...

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Bibliographic Details
Main Authors: José Sulla-Torres, Alexander Calla Gamboa, Christopher Avendaño Llanque, Javier Angulo Osorio, Manuel Zúñiga Carnero
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Applied Sciences
Subjects:
machine learning
classification
motor competence
schoolchildren
wearable
hyperparameters
Online Access:https://www.mdpi.com/2076-3417/14/2/707

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https://www.mdpi.com/2076-3417/14/2/707

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