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Outline the steps of a decision tree induction algorithm and give an example of a decision...

Outline the steps of a decision tree induction algorithm and give an example of a decision tree which could be output. Describe how to interpret a decision tree model.

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Answer #1

Steps:

  1. Place the best attribute of the data set at the root of the tree.
  2. Split the training set into specific subsets. Subsets should be made in such a way that each subset contains data with the same value for an attribute.
  3. Repeat step 1 and step 2 on each subset until you find leaf nodes in all the branches of the tree.

Example :

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