Breast Cancer Prediction

Publication

This repository contains the code and data accompanying the research paper: Breast Cancer Prediction: A Fusion of Genetic Algorithm, Chemical Reaction Optimization, and Machine Learning Techniques

Published in: Applied Computational Intelligence and Soft Computing, Volume 2024, Article ID 7221343, 13 pages DOI: https://doi.org/10.1155/2024/7221343

Prerequisites

Before running the code, ensure that you have the required dependencies installed. You can install them by running:

pip install -r requirements.txt

Usage

To perform feature selection using the Genetic Algorithm, run: python BCP_GA.py

To perform feature selection using the Chemical Reaction Optimzation Algorithm, run: python BCP_CRO.py

Citation

If you use this code or data in your research, please cite the following publication:

@article{islam2024breastcancerprediction,
    author    = "Md. Rafiqul Islam and Md. Shahidul Islam and Saikat Majumder",
    title     = "Breast Cancer Prediction: A Fusion of Genetic Algorithm, Chemical Reaction Optimization, and Machine Learning Techniques",
    journal   = "Applied Computational Intelligence and Soft Computing",
    year      = "2024",
    doi       = "10.1155/2024/7221343",
    url       = "https://doi.org/10.1155/2024/7221343",
}

Contact

For any inquiries, please contact:

Md. Shahidul Islam - shahid[at]uap-bd.edu

For any issues, please contact: