Question: why does RF algorithm use a subset of predictors to form each tree? And when the forest is formed, how is the prediction made if

why does RF algorithm use a subset of predictors to form each tree? And when the forest is formed, how is the prediction made if the response variable is nominal ( it is a classification problem)?

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