First-Order Tree-Type Dependence between Variables and Classification Performance.
Sarunas RaudysAusra SaudargienePublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2001)
Keyphrases
- classification accuracy
- pattern recognition
- classification method
- classification systems
- image classification
- pattern classification
- classification algorithm
- preprocessing
- cross validation
- benchmark datasets
- support vector machine svm
- text classification
- classification scheme
- classification models
- tree structure
- class labels
- support vector machine
- feature vectors
- decision tree learning algorithm
- universally quantified
- support vector
- feature extraction
- automatic classification
- index structure
- variable selection
- decision forest
- binary decision tree
- machine learning methods
- feature selection
- model selection
- feature set
- higher order
- supervised learning
- training set
- association rules
- decision trees