Question: [ 1 5 pts ] Consider a binary classification problem with two Boolean features, x 1 i n { 0 , 1 } , x
pts Consider a binary classification problem with two Boolean features, The training data are shown in the following figure where we have two points belonging to the positive class and the other two points belonging to the negative class Draw a decision tree that can perfectly classify the training data, that is all the training data points are classified correctly by the built decision tree.
Hint: features can be sharedreused by nodes at the same level of the decision tree. That is two child nodes with a common parent can have the same feature. You do not need to follow the general rule of finding the feature with maximum information gain for this problem.
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