Data complexity assessment in undersampled classification of high-dimensional biomedical data.
Richard BaumgartnerRay L. SomorjaiPublished in: Pattern Recognit. Lett. (2006)
Keyphrases
- data complexity
- biomedical data
- high dimensional
- expressive power
- classification accuracy
- high dimensionality
- knowledge driven
- feature space
- query answering
- query evaluation
- decision trees
- np complete
- conjunctive queries
- preprocessing
- systems biology
- database
- multi dimensional
- gene expression data
- data mining methods
- high dimensional data
- classification rules
- model selection
- data management
- knowledge representation
- data mining
- databases