The Statistical Verification of Rough Classification Algorithms.
Adrianna KozierkiewiczNgoc Thanh NguyenPublished in: KES (1) (2007)
Keyphrases
- classification algorithm
- statistical analysis
- pattern recognition
- feature selection
- automatic classification
- orders of magnitude
- benchmark datasets
- text classification
- training samples
- statistical methods
- data structure
- classification accuracy
- preprocessing
- classification method
- sufficient training data
- decision trees
- machine learning algorithms
- supervised learning
- data analysis
- data streams
- data mining
- classification rules
- times faster
- training set
- pattern classification
- feature vectors
- data reduction
- uci machine learning repository