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

Table 7

Time measurements of 5-fold cross-validation.

5-fold cross-validation time (sec)
Classifier	With feature aug.	Without feature aug.
SVC	137.29	0.75
KNN	143.89	0.67
DT	148.28	0.65
RF	156.70	1.98
MLP	165.25	7.38
LR	166.66	0.68