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initial implementation of UnivariateProbabilitySimulator #28

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merged 16 commits into from
Aug 30, 2020

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  • still needs unit tests
  • docstrings need review

Closes #13.

@j-ittner j-ittner self-assigned this Aug 25, 2020
@j-ittner j-ittner changed the title initial implementation of UnivariateProbabilitySimulator [WIP] initial implementation of UnivariateProbabilitySimulator Aug 26, 2020
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Code looks okay. I gave it a test run on my simulated classification data, and the result is below. Seems to work as expected. Shape for something linear on the log-odds scale looks about right, and the line appears to centre around the positive class probability of 0.564.
Before merging a couple of things:

  1. Change the label for the y-axis on the plot, no longer uplift but rather just the positive class probability or predicted probability of target.
  2. Ensure doc strings are sufficient.
    image

@j-ittner j-ittner requested review from konst-int-i and jason-bentley and removed request for jason-bentley August 29, 2020 21:55
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Thanks for implementing the changes!

@konst-int-i konst-int-i merged commit bfe09f9 into develop Aug 30, 2020
@konst-int-i konst-int-i deleted the feature/univariate_probability_simulator branch August 30, 2020 15:36
@j-ittner j-ittner added this to the 1.0.1 milestone Mar 3, 2021
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Request to add UnivariateProbabilitySimulator
3 participants