Decision Tree (DT)
Pros:
- Easy to interpret
- You don’t have to worry about outliers Cons:
- Time-consuming process
- Decision Trees (DT) are highly sensitive to training data
- Tend to overfit http://blog.echen.me/2011/04/27/choosing-a-machine-learning-classifier/
Types:
- Conditional Inference Trees
Classifiers:
- ID3 page=41
- C4.5 Algorithm