Home > life is fun, tech, thoughts > Why I like ensemble learning ?

Why I like ensemble learning ?


It’s a democratic machine learning.

It has checked the consistency among all committee learners:

if an item is ranked/classified with good value by only one committee learner, it’s not reliable enough (not robust enough).

but if an item has good scores from all learners, it means there is a consistency and highly reliable in the prediction.

 

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