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Generating a random uplift dataset #162

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maks-sh opened this issue Aug 17, 2021 · 0 comments
Open

Generating a random uplift dataset #162

maks-sh opened this issue Aug 17, 2021 · 0 comments
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enhancement New feature or request

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@maks-sh
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maks-sh commented Aug 17, 2021

💡 Feature request

We need a function to generate a random binary uplift task make_uplift_classification.

It is contains three columns: target, treatment and uplift. Target and treatment columns are binary.

We need some requirements for the result. They are:

  • reproducibility
  • uplift continuality (there should not be many identical values for a large n = number of observations)
  • clear parameters to change the uplift curve closer to the ideal and closer to the random one
  • a random uplift must be non-negative, you need to be able to change it.
@maks-sh maks-sh added enhancement New feature or request ODS Summer of Code labels Aug 17, 2021
Repository owner deleted a comment from Ksyula Jul 26, 2022
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