The following figure shows the model of a machine learning model. $(10$ Points$)$

a$.$ What is the output of this model. Your answer should be specific and not genera information.

b$.$ Compute the probability of a new observation with High Income and small Family$\_$size having class Buyer. Show the work and not just the final result.