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Ensemble models increase VC dimension so they are more prone to overfitting. Example, you could have a tree that individually segments each data point and memo
by yters 7y ago
Ensemble models increase VC dimension so they are more prone to overfitting.
Example, you could have a tree that individually segments each data point and memorize your dataset. That's the definition of overfitting.