23 search results - page 1 / 5 » On the Rate of Convergence of the Bagged Nearest Neighbor Es... |
JMLR
2010
13 years 3 months ago
2010
Bagging is a simple way to combine estimates in order to improve their performance. This method, suggested by Breiman in 1996, proceeds by resampling from the original data set, c...
ESANN
2007
13 years 6 months ago
2007
In this paper, we address the problem of deriving bounds for the moments of nearest neighbor distributions. The bounds are formulated for the general case and specifically applied...
TIT
2010
12 years 11 months ago
2010
ECCV
2010
Springer
13 years 10 months ago
2010
Springer
Abstract. Naive Bayes Nearest Neighbor (NBNN) is a feature-based image classifier that achieves impressive degree of accuracy [1] by exploiting ‘Image-toClass’ distances and b...
ICPR
2008
IEEE
13 years 11 months ago
2008
IEEE
One novel technique for identifying the writer of an online handwritten document is proposed. This technique makes use of a character prototype distribution to model the specific ...