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Any recommendation to normalize score? #19

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munhouiani opened this issue Mar 3, 2021 · 1 comment
Closed

Any recommendation to normalize score? #19

munhouiani opened this issue Mar 3, 2021 · 1 comment

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@munhouiani
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munhouiani commented Mar 3, 2021

Hi,

Thank you for implementing this wonderful AD method!

I've read through your paper and the score is calculated as
image

We usually use Unix timestamp to represent time, therefore the score we get is usually very large. Do you have any recommendations to narrow the value range?

Thank you!

@munhouiani munhouiani changed the title Any recommen Any recommendation to normalize score? Mar 3, 2021
@liurui39660
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For the timestamps, it's suggested to start from 1. You can divide timestamps by the desired time resolution, then subtract the smallest one and +1. This is how we did in experiments.

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