Questions tagged [data-drift]
2 questions
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1 answer
How to detect and deal with data distribution drift/change?
I'm working on a problem in ML to assess the performance of multiple vendors. I have a set of features in my dataset, and it appears each vendor is characterized by its own distribution. This is my hypothesis, as I see my target variable shifts and…
John Coles
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How can batch prediction make drift monitoring easier than online prediction?
In this video, I learned that drift monitoring would be easier in batch prediction than that in online prediction:
But I don't know why and I cannot find any information about it googling. In my opinion, in online prediction we only need to keep…
Lerner Zhang
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