I have collected data to be used for machine learning for more than 2 weeks and accidentally i ruined my data collection for 1 interval, it is getting huge jump in value for this interval.
now machine learning anomaly detection is being affected by this highly abnormal value and if i run forecasting it will consider this faulty data as well
Is there any way that i can exclude this particular interval from the machine learning ?
i tried to create a calendar mentioning this interval , but it doesn't have any effect , maybe because the interval was in the past ?
Below are the screenshot from the single metric viewer.
data crossing the faulty interval
data from beginning until before the faulty interval