I have a TabularPredictor for a regression problem.
Using TabularPredictor.predict, I can obtain a point forecast.
I would like to extract confidence bounds for the point forecast? How can I do that?
Under-the-hood, I understand that TabularPredictor is using decisions trees, so I believe it should be possible to get the forecasts from all the trees, and calculate a confidence interval from those.