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README.md

Treelib: Decision Trees for Apache SPARK

This repository focus on a possible implementation of decision trees, random forests and a series of "utilities" for Apache SPARK.

Decision trees:

  • Regression Trees are implemented based on the CART algorithm
  • Classification Trees come in two flavors: Binary Classification Trees (implemented based on CART) and Multi-way Classification Trees (implemented based on ID3).
  • Pruning follows the methodology ...
  • Random forests are implemented using ...

Have a look at our WIKI to learn more about Treelib!

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