unbalanced-data-classification

Development

Setup project

• Create/copy config file:

cp config_example.yaml config.yaml

• Change config settings if needed

• Create venv

python3 -m venv ./venv

• Activate venv

. ./venv/bin/activate

• Install libs

pip install -r ./requirements/dev.txt

• Download listed datasets and place them inside datasets folder

• Run program

python3 ./src/main.py

Test code

• Linter (flake8)

flake8 ./src/

Datasets

You can get datasets from keel.

Here is the list of datasets that were used in this project:

Name	classes	features	instances	IR
ecoli1	2	7	336	3.36
glass0	2	7	214	2.06

TODO complete this table