How you get the f1 score of 0.34 applying AE on WADI?

[zhuocai]

Can you describe

• 1. the preprocessing steps in WADI data and
• 2. the configuration of AE on WADI.

In our experiments, AE on single timestamp can achieve f1 score of ~0.45. Two other simple methods can achieve f1 score of 0.61 and 0.65 respectively. I am not sure whether the difference of performance is due to different preprocessing or not.

Looking forward to your early reply and thanks!