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Implementation of C4.5 algorithm in python.

This is an implementation of C4.5 algorithm (http://en.wikipedia.org/wiki/C4.5_algorithm).

Data table has folowing format: { "': [], "': [], ... }

The main functions are located in file mine.py:

  • "mine_c45" is an implementation of the C4.5 algorithm. To run the algorithm you need to pass a table in the format described above;
  • "tree_to_rules" is a function for generate rules from desicion tree.