Using Choquet integrals for kNN approximation and classification.
Gleb BeliakovSimon JamesPublished in: FUZZ-IEEE (2008)
Keyphrases
- knn
- k nearest neighbor
- k nearest neighbour
- classification method
- classification algorithm
- support vector machine svm
- knn algorithm
- text classification
- support vector machine
- knn classifier
- nearest neighbor
- nearest neighbour
- text categorization
- knn classification
- majority voting
- feature selection
- classification accuracy
- similarity search
- distance function
- k nearest
- choquet integral
- feature extraction
- feature vectors
- decision trees
- support vector
- machine learning
- class labels
- pattern recognition
- index structure
- training set
- neural network