Hands-On Neural Network Programming with C#
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Decision tree advantages

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.