How can an ensemble be more accurate than the best base classifier in that ensemble?

A question on AI Stack Exchange asks how an ensemble classifier can be more accurate than its best individual base classifier. The poster notes that ensembles are said to reduce bias by averaging predictions but questions whether that necessarily increases accuracy.

Written by AI from AI Stack Exchange's published text. Read the original for full details.