- Mastering Machine Learning for Penetration Testing
- Chiheb Chebbi
- 62字
- 2021-06-25 21:03:03
Decision trees
Decision trees are supervised learning algorithms used in decision making by representing data as trees upside-down with their roots at the top. The following is a graphical representation of a decision tree:
![](https://epubservercos.yuewen.com/EA05D4/19470392208878206/epubprivate/OEBPS/Images/Chapter_207.jpg?sign=1738970789-ndMLnVYZV0KRVmJTn472FVEUAmlqwUau-0-145c1025c16f120088015b6881ee2556)
Data is represented thanks to the Iterative Dichotomiser 3 algorithm. Decision trees used in classification and regression problems are called CARTs. They were introduced by Leo Breiman.