Is it possible to use this module for regression problems?

[vmgustavo]

I see all the example notebooks use classification problems, and the glassbox models are for classification as well. Are the blackbox explainers able to explain regression models like RandomForestRegressor, XGBoostRegressor or LGBMRegressor?

[interpret-ml]

Hi @vmgustavo ,

Yes, blackbox explainers are able to explain regression models as well. Here's a link to an example notebook that handles regression based models: Explaining Blackbox Regressors .

Thanks for reporting this -- it's good feedback that we need to make examples of regression techniques easier to find!

-InterpretML Team