Explaining learning to rank tasks

interpretml / interpret

Fit interpretable models. Explain blackbox machine learning.

https://interpret.ml/docs

MIT License

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Explaining learning to rank tasks #181

Open ZhangTP1996 opened 4 years ago

ZhangTP1996 commented 4 years ago

Hi. I would like to know if you have any plans to develop EBM for ranking tasks? I noticed that in Rich Caruana's paper "Accurate Intelligible Models with Pairwise Interactions" there was a case study about learnig to rank. And I also need to explain some learning to rank tasks.

interpret-ml commented 3 years ago

Hi @ZhangTP1996,

It's possible to extend EBMs for ranking use cases, and building this feature is currently on our backlog. However, we don't expect to get to it in the next few months. It's good to hear that this would be useful for you -- thanks for raising this issue!

-InterpretML Team