Bus Single-Trip Time Prediction Based on Ensemble Learning

Algorithm 2

AdaBoost-Boosting ensemble model.

	Input: Training set ;
	Sub-models ;
	Number of learning rounds T;
(1)	# Initialize the weight distribution
(2)	for
(3)	, # Train a leaner from D using # distribution
(4)	, # Measure the error of
(5)	if then break
(6)	, # Determine the weight of
(7)	,# Update the distribution, where is a nomolization factor that enables to be distribution
(8)	End for
	Output: