The performance of a new hybrid classifier based on boxes and nearest neighbors.
Martin AnthonyJoel RatsabyPublished in: ISAIM (2012)
Keyphrases
- nearest neighbor
- k nearest neighbor
- knn
- data points
- decision boundary
- high dimensional data
- distance function
- axis parallel
- high dimensional
- nearest neighbor algorithm
- nearest neighbor search
- multidimensional index structures
- high dimensional spaces
- training set
- special case
- locality sensitive hashing
- nearest neighbor queries
- neural network
- index structure
- dimensionality reduction
- multiscale
- query point
- database systems
- data sets