Noise Detection for Ensemble Methods.
Ryszard SzupilukPiotr WojewnikTomasz ZabkowskiPublished in: ICAISC (1) (2010)
Keyphrases
- noise detection
- ensemble methods
- random forest
- prediction accuracy
- decision trees
- base classifiers
- noise reduction
- benchmark datasets
- ensemble learning
- noise free
- machine learning methods
- median filter
- data preprocessing
- generalization ability
- impulse noise
- reduction method
- impulsive noise
- data cleaning
- noisy images
- noise level
- image processing
- similarity measure
- machine learning
- classification accuracy
- feature subset
- noisy data