(1) (20 points) The figure below shows three possible feature test for the root node of a decision tree to predict spam e-mail messages (based on the example discussed in class). (a) Calculate the expected information gain for each feature test (please show your formula). (b) Which feature test will be selected by the Decision Tree Learning algorithm? Sender in Contact Subject mentions free money" Has Attachment Yes No Yes No Yes No