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Table 1 The dataset collection period and the train-val and test split

From: Anomaly detection in quasi-periodic energy consumption data series: a comparison of algorithms

 

Total sequence

Train sub-sequence

Val sub-sequence

Test sub-sequence

 

Start

End

Start

End

Start

End

Start

End

Fridge1

15/01/20

23/03/20

21/01/20

20/02/20

21/02/20

23/02/20

24/02/20

23/03/20

Fridge2

21/01/20

23/03/20

21/01/20

20/02/20

21/02/20

23/02/20

24/02/20

23/03/20

Fridge3

21/01/20

23/03/20

21/01/20

20/02/20

21/02/20

23/02/20

24/02/20

23/03/20