Explain the steps in making a decision tree.
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Answers
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- Use the complete collection of data as your input.
- Determine the target variable's entropy as well as the characteristics of the predictors.
- Calculate the information you have gained from all attributes (we learn knowledge through sorting items about one another).
- As the root node, pick the property with the greatest information gain.
- Until each branch's decision node is reached, carry out the same steps on each branch.