Simultaneous classification and relevant feature identification in high-dimensional spaces: application to molecular profiling data.
Chiranjib BhattacharyyaL. R. GrateA. RizkiD. RadiskyF. J. MolinaMichael I. JordanMina J. BissellI. Saira MianPublished in: Signal Process. (2003)
Keyphrases
- data sets
- data processing
- data structure
- feature vectors
- image data
- data quality
- knowledge discovery
- data analysis
- decision trees
- data points
- data collection
- application specific
- raw data
- support vector
- data sources
- classification accuracy
- high quality
- database
- pattern recognition
- training data
- original data
- data reduction
- automatic classification
- classification rules
- missing data
- statistical analysis
- computer systems
- feature set