Marginal Probability Distribution

It is just the adding up from the Joint Probability Density Distribution, like this:

$$Pr(Y=y)=\sum _{i=1}^{l}Pr(X=x_i,Y=y)$$

It refers to the “Total” in this Table 2.2.