Hierarchical Classifiers based on Neighbourhood Criteria with Adaptive Computational Cost.
Clemente RodríguezIratxe Soraluze ArriolaJavier MuguerzaJosé Ignacio MartínGonzalo ÁlvarezPublished in: PRIS (2001)
Keyphrases
- computational cost
- training data
- decision trees
- computational complexity
- reduce the computational cost
- classifier training
- supervised classification
- classifier combination
- linear classifiers
- test set
- training examples
- hierarchical models
- data driven
- training set
- support vector
- svm classifier
- classification models
- evaluation criteria
- computational effort
- classification rate
- multi criteria
- classification decisions
- selection criteria
- hierarchical structures
- neural network
- binary classifiers
- classification systems
- extracted features
- hierarchical clustering
- classification algorithm
- machine learning algorithms
- naive bayes
- learning algorithm