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

Table 4

Averaged 5-fold cross-validation results of each classifier with feature augmentation.

Classifiers	Averaged 5-fold cross-validation results
	precision_label0	recall_label0	f1_label0	precision_label1	recall_label1	f1_label1
DT	0.923	0.932	0.927	0.931	0.922	0.926
KNN	0.938	0.968	0.953	0.967	0.936	0.951
LR	0.968	0.966	0.967	0.966	0.968	0.967
MLP	0.976	0.968	0.972	0.968	0.976	0.972
RF	0.922	0.946	0.934	0.945	0.920	0.932
SVC	0.974	0.956	0.965	0.957	0.974	0.965