Classification in Very High Dimensional Problems with Handfuls of Examples.
Mark PalatucciTom M. MitchellPublished in: PKDD (2007)
Keyphrases
- high dimensional problems
- dimension reduction
- high dimensional
- pattern recognition
- classification accuracy
- feature selection
- classification method
- preprocessing
- feature extraction
- image classification
- classification scheme
- text classification
- classification algorithm
- decision trees
- model selection
- automatic classification
- support vector
- classification process
- machine learning
- machine learning algorithms
- classification models
- clustering algorithm
- high dimensionality
- decision rules
- cross validation
- training examples
- support vector machine svm
- supervised learning
- training set
- similarity measure