141 search results - page 17 / 29 » Using Two-Class Classifiers for Multiclass Classification |
ISNN
2005
Springer
15 years 3 months ago
2005
Springer
In this paper we present a novel system for content-based retrieval and classification of cultural relic images. First, the images are normalized to achieve rotation, translation a...
80
Voted
BMCBI
2006
14 years 10 months ago
2006
Background: Cross-validation (CV) is an effective method for estimating the prediction error of a classifier. Some recent articles have proposed methods for optimizing classifiers...
136
Voted
IGARSS
2010
14 years 5 months ago
2010
This paper investigates the performance of machine learning methods for classifying rock types from hyperspectral data. The main objective is to test the impact on classification ...
88
Voted
ECML
2007
Springer
15 years 2 months ago
2007
Springer
We consider the problem of ordinal classification, in which a value set of the decision attribute (output, dependent variable) is finite and ordered. This problem shares some chara...
ICMCS
2006
IEEE
15 years 4 months ago
2006
IEEE
In this paper, a multi-class classification system is developed for medical images. We have mainly explored ways to use different image features, and compared two classifiers: Pri...