# FImdlp
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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

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

## Build and usage sample

### Python sample

```bash
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

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