Kernel Density Estimation of Electromyographic Signals and Ensemble Learning for Highly Accurate Classification of a Large Set of Hand/Wrist Motions.
Ghaderi P, Nosouhi M, Jordanic M, Marateb HR, Mañanas MA, Farina D.
Ghaderi P, et al.
Front Neurosci. 2022 Mar 9;16:796711. doi: 10.3389/fnins.2022.796711. eCollection 2022.
Front Neurosci. 2022.
PMID: 35356057
Free PMC article.
Using ensemble learning of the three classifiers, the average macro and micro-F-score, macro recall, and precision on the validation sets were 98.23 2.02, 98.32 1.93, 98.32 1.93, and 98.88 1.31%, respectively, for the intact subjects. ...
Using ensemble learning of the three classifiers, the average macro and micro-F-score, macro recall, and precision on the validation …