Experiments on Ensembles with Missing and Noisy Data.
Prem MelvilleNishit ShahLilyana MihalkovaRaymond J. MooneyPublished in: Multiple Classifier Systems (2004)
Keyphrases
- noisy data
- missing data
- missing values
- noise tolerant
- intrinsic dimensionality
- decision trees
- ensemble learning
- noise free
- learning from noisy data
- training data
- machine learning
- input data
- feature extraction
- classifier ensemble
- feature selection
- high dimensional
- lower bound
- high dimensionality
- ensemble methods
- face recognition
- feature ranking
- data sets