Regression model outputting probability density distribution

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For a classification problem (let say output is one of the labels R, G, B), how do we predict ? There are two formats that we can report our prediction Output a single value which is most probable outcome.  e.g. output “B”  if P(B) > P(R) and P(B) > P(G) Output the probability estimation of each …

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