Support vector machine data reduction for Direct Filter.
Hiroaki IshiyamaMasaki YamakitaPublished in: CCA (2014)
Keyphrases
- data reduction
- support vector machine
- data compression
- feature selection
- knowledge discovery
- model selection
- instance selection
- data mining
- preprocessing
- classification rules
- classification accuracy
- data analysis
- support vector
- high dimensionality
- training data
- multi class
- singular value decomposition
- rough set theory
- machine learning
- clustering algorithm
- information retrieval
- dimensionality reduction
- knn
- classification algorithm
- evolutionary algorithm
- feature vectors
- association rules
- feature space
- bayesian networks
- representative subset