Rule Mining using Spider Monkey Optimization

Extracts IF rules from given dataset.

PIMA-Indian Diabetes dataset is used.

Uses a meta heuristic optimization algorithm known as Spider Monkey Optimization.

Acknowledgements

• Spider Monkey Optimization(SMO)
• Rule Mining using SMO

Deployment

To run this project run

  git clone https://github.com/anmolk11/SM-RuleMiner.git 
  cd SM-RuleMiner/Working_code
  pip install -r requirements.txt
  python main.py

Rules will be saved in rules.txt file.

Authors

• @anmolk11