Pre-Processing of High-Dimensional Categorical Predictors in Classification Settings.
Eugene TuvGeorge C. RungerPublished in: Appl. Artif. Intell. (2003)
Keyphrases
- preprocessing
- high dimensional
- feature extraction
- classification accuracy
- feature space
- pattern recognition
- high dimensionality
- automatic classification
- data pre processing
- dimension reduction
- classification scheme
- classification systems
- support vector machine
- decision trees
- classification models
- machine learning
- training samples
- classification method
- microarray data
- image classification
- classification rules
- feature set
- training set
- support vector
- post processing
- model selection
- data sets
- multi class
- classification process
- data mining