PyCCEA: a python package of Cooperative Co-Evolutionary Algorithms for Feature Selection in Big Data

Author: Pedro Vinícius A. B. Venâncio¹

¹ Graduate Program in Electrical Engineering (PPGEE/UFMG)

---

About

PyCCEA package is in progress and will be one of the results of my doctoral research.

Available algorithms

CCEA	Reference
CCEAFS	Rashid, A. N. M., et al. "A novel penalty-based wrapper objective function for feature selection in Big Data using cooperative co-evolution." IEEE Access 8 (2020): 150113-150129.
CCFSRFG1	Rashid, A. N. M., et al. "Cooperative co-evolution for feature selection in Big Data with random feature grouping." Journal of Big Data 7.1 (2020): 1-42.
CCFSRFG2	Rashid, A. N. M., et al. "Cooperative co-evolution for feature selection in Big Data with random feature grouping." Journal of Big Data 7.1 (2020): 1-42.

Citation info

If you are using these codes in any way, please let them know your source:

@Misc{PyCCEA,
    title = {PyCCEA: a python package of Cooperative Co-Evolutionary Algorithms for Feature Selection in Big Data},
    author = {Pedro Vinicius A. B. Venancio},
    howPublished = {\url{https://github.com/pedbrgs/PyCCEA}},
    year = {2024}
}

---

Contact

Please send any bug reports, questions or suggestions directly in the repository.