23 search results - page 1 / 5 » An analysis of how training data complexity affects the near... |
PAA
2007
13 years 4 months ago
2007
ICPR
2004
IEEE
14 years 6 months ago
2004
IEEE
Important factors affecting the efficiency and performance of the nearest neighbor classifier (NNC) are space, classification time requirements and for high dimensional data, due ...
JCIT
2010
13 years 3 hour ago
2010
Probability theory is the framework for making decision under uncertainty. In classification, Bayes' rule is used to calculate the probabilities of the classes and it is a bi...
ICML
2000
IEEE
14 years 6 months ago
2000
IEEE
Cross-validation is an established technique for estimating the accuracy of a classifier and is normally performed either using a number of random test/train partitions of the dat...
ICML
2006
IEEE
14 years 6 months ago
2006
IEEE
Locally adaptive classifiers are usually superior to the use of a single global classifier. However, there are two major problems in designing locally adaptive classifiers. First,...