GitHub - alexanderiand/C45algorithm: Implementation of C4.5 algorithm in python.

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Implementation of C4.5 algorithm in python.

MIT license

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Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
.gitignore		.gitignore
LICENSE		LICENSE
README		README
c45.py		c45.py
c45test.py		c45test.py
mine.py		mine.py
table.json		table.json
utils.py		utils.py
utilstest.py		utilstest.py

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

Data table has folowing format:
{
    "<column name>': [<column values>],
    "<column name>': [<column values>],
    ...
}


The main functions are located in file mine.py:
- "mine_c45" is an implementation of the C4.5 algorithm;
- "tree_to_rules" is a function for generate rules from desicion tree.


Author: Timofey Trukhanov "[email protected]"