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

Algorithm 2

Boosting algorithm.

	Input: sample distribution D;
	Base learning algorithm £;
	Number of base learners T.
	Process:
(1)	% Initialize distribution
(2)	for t = 1, … , T:
(3)	; % Train a weak learner from distribution
(4)	; % Evaluate the error of
(5)	= Adjust_Distribution ()
(6)	end
	Output:  = Combine_Outputs