Feature Augmentation of Classifiers Using Learning Time Series Shapelets Transformation for Night Setback Classification of District Heating Substations

Algorithm 2

Shapelet transformation.

(1)	Input: Shapelets, Dataset
(2)	= ɸ
(3)	for all time series in do
(4)
(5)	for all shapelets in -- > do
(6)
(7)	.add (dist)
(10)	end for
(11)
(12)	end for
(13)	Return