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Committee Machine - What is a committee in machine learning?


In the realm of artificial neural networks, a committee machine refers to a system that employs a divide and conquer tactic. It integrates the responses of multiple neural networks, or experts, to produce a single response. The collective response generated by the committee machine is intended to surpass those of its individual experts.