Feature and Classifier Selection in Class Decision Trees.
Kazuaki AokiMineichi KudoPublished in: SSPR/SPR (2008)
Keyphrases
- decision trees
- selection criterion
- selection scheme
- selecting features
- class labels
- intra class
- training data
- feature set
- classification trees
- class dependent
- image features
- feature construction
- binary classification problems
- input features
- decision tree learning
- bayes classifier
- multiclass classification
- feature space
- selection algorithm
- decision tree induction
- improve the recognition accuracy
- training set
- classification algorithm
- learning classifier systems
- feature selection
- support vector
- decision tree classifiers
- feature vectors
- training samples
- naive bayes
- logistic regression
- classification method
- feature subset
- machine learning
- svm classifier
- class probabilities
- decision rules
- support vector machine
- class membership
- classification rules
- feature values
- nearest neighbour