... game theory, it is possible to put any two-person,zero-sum game in the form of a matrix . To play the game, one player chooses arowand the other player chooses a column . The loss to the row ... non-spam. The machine- learning approach to this problem would be the following: Start by gath-ering as many examples as posible of both spam and non-spam emails. Next, feedthese examples, together ... In addition, the margintheory points to a strong connection between boosting and the support-vector ma-chines of Vapnik and others [7, 14, 77] which explicitly attempt to maximize the minimum...