Extending Fast Nearest Neighbour Search Algorithms for Approximate k-NN Classification.
Francisco Moreno-SecoLuisa MicóJosé OncinaPublished in: IbPRIA (2003)
Keyphrases
- nearest neighbour
- knn
- k nearest neighbour
- k nearest neighbor
- search algorithm
- classification algorithm
- support vector machine svm
- nearest neighbour algorithm
- distance function
- nearest neighbor
- text categorization
- support vector machine
- euclidean distance
- neural network
- decision trees
- similarity search
- training set
- information gain
- feature selection
- classification accuracy
- text classification
- k nearest
- training samples
- rough sets
- multilayer perceptron
- feature vectors
- artificial neural networks
- query point
- bayes error
- voting methods
- support vector