Bi-criteria Data Reduction for Instance-Based Classification.
Ireneusz CzarnowskiJoanna JedrzejowiczPiotr JedrzejowiczPublished in: ICCCI (1) (2016)
Keyphrases
- data reduction
- classification accuracy
- data compression
- classification rules
- feature selection
- bicriteria
- preprocessing
- instance selection
- high dimensionality
- classification algorithm
- model selection
- knowledge discovery
- pattern recognition
- support vector
- decision trees
- rough set theory
- data analysis
- efficient solutions
- feature extraction
- representative subset
- rough sets
- machine learning
- supervised learning
- singular value decomposition
- data quality