Fast k-NN classification using the cluster-space approach.
Xiuping JiaJohn A. RichardsPublished in: IEEE Geosci. Remote. Sens. Lett. (2005)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- text classification
- support vector machine svm
- nearest neighbor
- web document classification
- text categorization
- nearest neighbour
- support vector machine
- classification accuracy
- k nearest
- feature selection
- feature vectors
- training set
- clustering algorithm
- nearest neighbor algorithm
- decision trees
- support vector
- nearest neighborhood
- voting methods
- document classification
- distance function
- similarity search
- range queries
- pattern classification
- information gain
- class labels
- feature extraction
- bayesian network classifiers
- feature space
- query processing
- bayes error
- training samples
- machine learning