CNC-NOS: Class noise cleaning by ensemble filtering and noise scoring.
Julián LuengoSeong-O ShimSaleh AlshomraniAbdulrahman H. AltalhiFrancisco HerreraPublished in: Knowl. Based Syst. (2018)
Keyphrases
- class noise
- attribute noise
- noise model
- imbalanced data
- data quality
- noisy data
- learning algorithm
- feature ranking
- class imbalance
- imbalanced datasets
- data cleaning
- ensemble methods
- noisy environments
- random forest
- feature selection
- ensemble learning
- linear regression
- agnostic learning
- support vector machine
- data sets
- active learning
- high dimensionality
- noise level
- cost sensitive
- multi class