Competing against the Best Nearest Neighbor Filter in Regression.
Arnak S. DalalyanJoseph SalmonPublished in: ALT (2011)
Keyphrases
- nearest neighbor
- knn
- k nearest neighbor
- high dimensional
- regression model
- nearest neighbor search
- distance function
- preprocessing step
- data points
- high dimensional data
- model selection
- regression method
- linear regression
- index structure
- support vector
- regression analysis
- regression algorithm
- nearest neighbor queries
- simple linear
- classification rules
- locally weighted
- least squares
- polynomial regression
- neural network
- nearest neighbor algorithm
- reverse nearest neighbor
- high dimensional spaces
- filtering algorithm
- kernel function
- text classification
- feature space
- image processing