Data Reduction and Classification based on Multiple Classifier Behavior.
Chunying ZhaoGongde GuoXuming HuangTianqiang HuangDaniel NeaguPublished in: DMIN (2008)
Keyphrases
- data reduction
- instance selection
- classification accuracy
- feature selection
- classification rules
- classification algorithm
- data compression
- classification method
- decision trees
- support vector
- feature space
- class labels
- feature set
- support vector machine
- preprocessing
- data mining
- model selection
- training samples
- training set
- data analysis
- training data
- high dimensionality
- feature extraction
- text classification
- learning algorithm
- rough set theory
- database
- representative subset
- knn
- feature vectors
- machine learning
- databases
- data sets
- genetic programming
- supervised learning
- association rules
- expert systems
- data quality
- high quality