Dataset complexity can help to generate accurate ensembles of k-nearest neighbors.
Oleg OkunGiorgio ValentiniPublished in: IJCNN (2008)
Keyphrases
- k nearest neighbor
- knn
- nearest neighbor
- k nearest
- classification algorithm
- support vector machine
- knn classifier
- decision trees
- nearest neighbor algorithm
- feature selection
- text classification
- bayes error
- nearest neighbor rule
- nearest neighbour
- input space
- data sets
- query processing
- training set
- feature space
- machine learning