A resistance outlier sampling algorithm for imbalanced data prediction.
Xiaoying PanRong JiaJiahao HuangHao WangPublished in: Intell. Data Anal. (2022)
Keyphrases
- sampling algorithm
- imbalanced data
- sampling methods
- random sampling
- prediction accuracy
- ensemble classifier
- feature selection
- class distribution
- sample size
- ensemble methods
- markov chain monte carlo
- graphical models
- linear regression
- probability distribution
- multi view
- sliding window
- missing values
- classification models
- upper bound
- hyperparameters
- learning process
- reinforcement learning
- decision trees
- machine learning