Evidential K-NN classification with enhanced performance via optimizing a class of parametric conjunctive t-rules.
Zhi-gang SuThierry DenoeuxYong-sheng HaoMing ZhaoPublished in: Knowl. Based Syst. (2018)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- nearest neighbor
- support vector machine svm
- support vector machine
- text classification
- classification rules
- feature selection
- nearest neighbour
- web document classification
- text categorization
- class labels
- decision rules
- pattern classification
- distance function
- similarity search
- classification accuracy
- machine learning
- neural network
- k nearest
- training set
- feature vectors
- bayes error
- nearest neighbor algorithm
- document classification
- support vector
- mixed data
- voting methods
- range queries
- decision trees
- learning vector quantization
- mutual information