Question: consider we are required to multi - class classification where the output Y can take any non - negative integer value 0 , 1 ,

consider we are required to multi-class classification where the output Y can take any non-negative integer value 0,1,2,...(for example, the number of daily hits on a web server). A standard model for Y is the Poisson. Recalling the probability mass function of the Poisson distribution, we now assume the conditional distribution of the ouput Y given X as:

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