A hybrid sampling algorithm combining M-SMOTE and ENN based on Random forest for medical imbalanced data.
Zhaozhao XuDerong ShenTiezheng NieYue KouPublished in: J. Biomed. Informatics (2020)
Keyphrases
- imbalanced data
- random forest
- sampling algorithm
- sampling methods
- random sampling
- random forests
- ensemble methods
- decision trees
- imbalanced datasets
- feature set
- ensemble learning
- ensemble classifier
- multi label
- base classifiers
- data sets
- markov chain monte carlo
- machine learning methods
- bayesian networks
- training data
- learning algorithm