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 ...

The demo program creates a decision tree regression model where the tree has seven nodes. After the tree is created, the demo program computes the model accuracy on the training data as 0.9000 (9 out ...