Question: 2 . 2 How does one use decision trees for making predictions in real - world applications, and what are the mathematical calculations involved in

2.2 How does one use decision trees for making predictions in real-world applications,
and what are the mathematical calculations involved in constructing a decision tree
model? Can you explain the step-by-step process of growing a decision tree, including
the calculation of impurity measures such as Gini index or information gain, and the
use of pruning techniques to improve the model's performance?

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