NIV empty

[atersakyan]

Hello,

I've setup my model via TransformedOutcome, then wanted to check all the NIV features. However, when I use NIV (dict, or plot) all the included features are empty. The rest of the steps work and I get plots further down the line, but the NIV being empty leads me to believe they are incorrect.

Setting up the model

up = TransformedOutcome(df, col_treatment='Response', col_outcome='TotalRevenueFoodItems',random_state=4, stratify=y)

Call NIV

up.NIV_dict

Output of NIV: see screenshot

Thank you.

[rsyi]

Hi atersakayan,

At the moment, NIV is only implemented for binary outcomes.

I'm currently developing on my own branch at https://github.com/pylift/pylift (I'm no longer at wayfair and lost access to the repo), so if you open an issue there I'd be happy to add this functionality in.

[atersakyan]

I don't see a place to open issues on that repo.

Also, does having all zeros in NIV affect the model? Or is that just for EDA?

[rsyi]

Sorry - should be available now.

It doesn't - NIV is just for EDA. :)