Data reduction using classifier ensembles.
J. Salvador SánchezLudmila I. KunchevaPublished in: ESANN (2007)
Keyphrases
- data reduction
- classifier ensemble
- data compression
- ensemble methods
- preprocessing
- named entity recognition
- knowledge discovery
- classification rules
- feature selection
- data analysis
- classification algorithm
- classification accuracy
- base classifiers
- data mining
- model selection
- singular value decomposition
- rough set theory
- high dimensionality
- clustering algorithm
- data quality
- weight vector
- ensemble classifier
- neural network
- machine learning methods
- text mining
- active learning
- feature subset
- rough sets