SMOGN: a Pre-processing Approach for Imbalanced Regression.
Paula BrancoLuís TorgoRita P. RibeiroPublished in: LIDTA@PKDD/ECML (2017)
Keyphrases
- preprocessing
- regression model
- model selection
- preprocessing step
- post processing
- feature extraction
- polynomial regression
- regression analysis
- linear regression
- pre processed
- simple linear
- regression problems
- class imbalance
- support vector regression
- regression methods
- ridge regression
- locally weighted
- gaussian processes
- support vector
- class distribution
- imbalanced datasets
- gaussian process regression
- feature vectors
- feature selection