The following are some advantages from using decision trees:
- Easy interpretation.
- Straightforward, self-explanatory visualizations.
- Can be easily reproduced.
- Can handle both numeric and categorical data.
- Perform well on very large datasets.
- Normally are very fast.
- Depth-wise, the location of the tree allows easy visualization of which features are important. The importance is denoted by the depth of the tree.