Doctorado-ML/fimdlp
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FImdlp

CI CodeQL Codacy Badge codecov pypy https://img.shields.io/badge/python-3.9%2B-blue

Discretization algorithm based on the paper by Usama M. Fayyad and Keki B. Irani

Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning. In Proceedings of the 13th International Joint Conference on Artificial Intelligence (IJCAI-95), pages 1022-1027, Montreal, Canada, August 1995.

Installation

git clone --recurse-submodules https://github.com/doctorado-ml/FImdlp.git

Build and usage sample

Python sample

pip install -e .
python samples/sample.py iris --original 
python samples/sample.py iris --proposal
python samples/sample.py -h # for more options

C++ sample

cd samples
mkdir build
cd build
cmake ..
make
./sample iris