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Decision Tree implementation in C++ based on Gini uncertainty and this great example.

Graphviz File Generator

use built-in Graphviz dot file generator to export decision tree to .dot file, that you can visualize with xdot or an online viewer. Example graph:

Alt Text

results from iris.dot and this dataset.

Requirements

  • Boost (algorithm header)
  • {fmt}
  • gcc >= 8, clang tested for >= 7
  • cmake >= 3.9
  • Catch2 (for testing)

TODO

  • handle missing data in files
  • pruning?

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Decision Tree implementation in C++ based on CART and Gini uncertainty. Visualize your Tree with built-in Graphviz dotfile generator

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