Some classification algorithms integrating Dempster-Shafer theory of evidence with the rank nearest neighbor rules.
Nikhil R. PalSusmita GhoshPublished in: IEEE Trans. Syst. Man Cybern. Part A (2001)
Keyphrases
- nearest neighbor
- classification rules
- nearest neighbor algorithm
- classification algorithm
- machine learning algorithms
- machine learning methods
- pattern recognition
- rule sets
- benchmark datasets
- decision trees
- dempster shafer theory of evidence
- computational complexity
- computational cost
- training set
- decision rules
- feature vectors
- image classification
- significant improvement
- k nearest neighbor
- high dimensional
- rule discovery
- feature extraction
- machine learning
- computationally efficient
- feature space
- classification accuracy
- classification models
- feature selection algorithms
- classification scheme
- rule extraction