MNDO-NC

Python implementation of MNDO (Multivariate Normal Distribution based Oversampling).
Article about this implemention

Related works

• Kotaro Ambai, Hamido Fujita, Multivariate Normal Distribution Based Over-Sampling for Numerical and Categorical Features, Volume 318: Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques, DOI: 10.3233/FAIA190042
• Kotaro Ambai, Hamido Fujita, MNDO: Multivariate Normal Distribution Based Over-Sampling for Binary Classification, Volume 303: New Trends in Intelligent Software Methodologies, Tools and Techniques, DOI: 10.3233/978-1-61499-900-3-425
• Study on improving prediction accuracy for imbalanced medical data using Multivariate Normal Distribution based Oversampling
• https://github.com/baibai25/MNDO

Author

Kotaro Ambai (baibai25)