We now look at how information gain can be used in practice in an algorithm to construct decision trees. The ID3 algorithm; The calculation for information gain is the most difficult part of this ...

Starting with all 200 training items, the decision tree algorithm scans the data and finds the one value of the one predictor variable that splits the data into two sets in such a way that the most ...