Nearest neighbor regression in the presence of bad hubs.
Krisztian BuzaAlexandros NanopoulosGábor I. NagyPublished in: Knowl. Based Syst. (2015)
Keyphrases
- nearest neighbor
- knn
- k nearest neighbor
- high dimensional
- regression model
- nearest neighbor search
- training set
- high dimensional data
- high dimensional spaces
- data points
- distance function
- classification rules
- regression problems
- nearest neighbor algorithm
- regression method
- case study
- locally weighted
- partial least squares
- regression analysis
- index structure
- model selection
- support vector