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Refactor stacking estimators with class inheritance #444
Currently we have four stacking-based estimators:
This makes enhancement work time-consuming, since contributors often need to make similar update on four source code. I would suggest refactoring the four estimators with appropriate class inheritance structure. This will make issues like #439 and #255 much simpler to implement.
Totally agree. They were implemented one at a time, over time, and the API changed quite a bit based on what's useful and what not. Now after 1-2 years that it's kind of stabilized and they remain pretty similar "core"-wise, it'd be good to consolidate them via a parent Stacking class