A Simple Noise-Tolerant Abstraction Algorithm for Fast k-NN Classification.
Stefanos OugiaroglouGeorgios EvangelidisPublished in: HAIS (2) (2012)
Keyphrases
- knn
- noise tolerant
- classification algorithm
- k nearest neighbor
- nearest neighborhood
- nearest neighbor
- nearest neighbour
- noisy data
- k nearest neighbour
- k nearest
- learning algorithm
- machine learning
- optimal solution
- text classification
- decision trees
- theoretical analysis
- distance function
- feature selection
- text categorization
- nearest neighbor algorithm
- decision rules
- similarity measure
- rough sets
- feature extraction
- support vector
- objective function