Certainty-based prototype insertion/deletion for classification with metric adaptation.
Lydia FischerBarbara HammerHeiko WersingPublished in: ESANN (2015)
Keyphrases
- classification accuracy
- pattern recognition
- pattern classification
- classification systems
- feature selection
- classification scheme
- automatic classification
- distance function
- support vector machine svm
- text classification
- machine learning
- object classification
- classification models
- benchmark datasets
- supervised learning
- feature space
- preprocessing
- support vector machine
- machine learning algorithms
- classification algorithm
- classification method
- metric space
- support vector
- decision trees
- distance measure
- high dimensional
- data structure
- training data
- neural network
- nearest neighbor classification