Comparison of Bagging and Boosting Ensemble Machine Learning Methods for Automated EMG Signal Classification.

The neuromuscular disorders are diagnosed using electromyographic (EMG) signals. Machine learning algorithms are employed as a decision support system to diagnose neuromuscular disorders. This paper compares bagging and boosting ensemble learning methods to classify EMG signals automatically. Even t...

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Detalles Bibliográficos
Publicado en:BioMed Research International pp. 1 - 14
Autores principales: Yaman, Emine, Subasi, Abdulhamit
Formato: algorithm equations & formulas research tables/charts Journal Article
Publicado: Wiley-Blackwell 10/31/2019
Acceso en línea:Ver este registro en EBSCOhost