Interval Pattern Structures for Interpreting K-Nearest Neighbor Approach in Lazy Classification.
Alan TomatPublished in: FCA4AI@IJCAI (2023)
Keyphrases
- k nearest neighbor
- knn
- classification method
- classification algorithm
- support vector machine svm
- knn classifier
- nearest neighbor
- knn algorithm
- support vector machine
- k nearest neighbour
- knn classification
- text classification
- text categorization
- nearest neighbor rule
- nearest neighbor classification
- nearest neighbour
- nearest neighbor algorithm
- feature selection
- majority voting
- pattern recognition
- vowel recognition
- feature extraction
- web document classification
- pattern classification
- feature reduction
- binary classification tasks
- distance function
- machine learning
- support vector
- classification accuracy
- document classification
- class probability estimation
- k nearest
- multi class
- benchmark datasets
- neural network
- distance metric
- feature set
- similarity search
- feature vectors
- training set
- class labels
- information retrieval
- decision boundary
- data mining