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

Kotaro Ambai (baibai25)

Name		Name	Last commit message	Last commit date
Latest commit History 53 Commits
analyze		analyze
src		src
test		test
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
aggregate.py		aggregate.py
download.sh		download.sh
over-sampling.py		over-sampling.py
pre_dataset.py		pre_dataset.py
pre_multiclass.py		pre_multiclass.py
run.sh		run.sh
sampling.sh		sampling.sh
train.py		train.py
train_multiclass.py		train_multiclass.py