A Normal Distribution-Based Over-Sampling Approach to Imbalanced Data Classification.
Huaxiang ZhangZhichao WangPublished in: ADMA (1) (2011)
Keyphrases
- normal distribution
- imbalanced data classification
- standard deviation
- minority class
- random variables
- feature selection
- covariance matrix
- probability density function
- random sampling
- probability distribution
- sampling algorithm
- sample size
- class distribution
- active learning
- class imbalance
- sampling methods
- gaussian distribution
- classification error
- lead time
- test set
- model selection
- worst case