Application of Discrete Wavelet Transform in Shapelet-Based Classification

Algorithm 2

ShapeletTransform().

	Input: , a set of the best shapelets which is generated from the training data and , dataset containing time series and class labels
	Output: a new transformed dataset
	1: ⟵
	2: for all in do
	3: ⟵
	4: for all shapelets in do
	5: dist ⟵
	6: ⟵
	7: ⟵
	8:
	9: return