Classification using Decision Trees

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Classification using Decision Trees.

Pros

Cons

Entropy

Information gain

Splitting the data to form a tree

C5.0 decision tree algo

Pros of C5.0 decision tree algo

Cons of C5.0 decision tree algo

Pruning the decision tree

how to evaluate model performance

improving decision trees

advantages of boosting

disadvantages of boosting

Rule learners