Bagged regression trees for simultaneous myoelectric force estimation

Published: May 1, 2014
Abstract
A novel application of bootstrap aggregating (bagged) regression trees is proposed for simultaneous force estimation of multiple degrees of freedom (DOFs). Ten able-bodied subjects participated and wrist flexion-extension, abduction-adduction, and pronation-supination were investigated (data from [17]). The estimation accuracies were compared to those of the widely used multilayer perceptron artificial neural networks (ANNs). The bagged trees...
Paper Details
Title
Bagged regression trees for simultaneous myoelectric force estimation
Published Date
May 1, 2014
Journal
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