An Approach to Data Reduction and Integrated Machine Classification.
Ireneusz CzarnowskiPiotr JedrzejowiczPublished in: New Gener. Comput. (2010)
Keyphrases
- data reduction
- classification accuracy
- data compression
- classification rules
- representative subset
- feature extraction
- preprocessing
- feature selection
- high dimensionality
- instance selection
- classification algorithm
- model selection
- knowledge discovery
- data mining
- machine learning
- data analysis
- neural network
- text classification
- feature space
- dimensionality reduction
- pattern recognition
- class labels
- support vector
- singular value decomposition
- training set
- multiresolution
- feature vectors
- genetic programming
- feature set
- supervised learning
- nearest neighbor