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How can I determine best performing groups in a series

Data Science Asked by arxoft on February 6, 2021

Not sure if this is right place for this question, but taking an example of the following trend, how can I determine that groups A and B are the areas where the result has been best?

enter image description here

I have already tried by doing an average and finding all those above the average. But finding out a group and driving a conclusion is tricky part. How can I do this?

2 Answers

From a particular set get local maxima & local minima, then compare it to the average & global maxima & global minima you have. If those values are better than your average then that can be a right section for you,

Answered by Akshay Dodhiwala on February 6, 2021

Not sure to understand what you are asking. Your purpose is to find the only one best group ? From the picture you provided, two things are unclear to me:

  • A and B areas don't have the same width, how are you defining your width ?

  • A and B are covering areas where the signal looks exactly the same. Is it that for the sake of the example you copy-pasted some fake data or does it have to do with what you are finally trying to do ?

If your width is fixed then you should be able to compute a series of local averages and pick out the best one.

Answered by Jeanba on February 6, 2021

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