Stacking-Based Integrated Machine Learning with Data Reduction.
Ireneusz CzarnowskiPiotr JedrzejowiczPublished in: KES-IDT (1) (2017)
Keyphrases
- data reduction
- machine learning and data mining
- machine learning
- data compression
- knowledge discovery
- feature selection
- data analysis
- model selection
- data mining
- classification rules
- instance selection
- preprocessing
- rough set theory
- classification accuracy
- pattern recognition
- representative subset
- text classification
- learning algorithm
- supervised learning
- text mining
- computational intelligence
- high quality
- artificial intelligence
- databases
- dimensionality reduction
- multi class
- image data
- evolutionary algorithm
- expert systems
- singular value decomposition
- high dimensionality
- decision trees