Investigating the Effect of Sampling Methods for Imbalanced Data Distributions.
Show-Jane YenYue-Shi LeeCheng-Han LinJia-Ching YingPublished in: SMC (2006)
Keyphrases
- data distribution
- sampling methods
- class imbalance
- imbalanced datasets
- imbalanced data
- concept drift
- random sampling
- minority class
- index structure
- data streams
- class distribution
- sampling algorithm
- cost sensitive learning
- active learning
- data points
- training set
- high dimensional data
- data mining
- decision boundary
- change detection
- cost sensitive
- original data
- data structure
- machine learning
- feature vectors
- image processing
- feature selection