16 search results - page 1 / 4 » Properties and Benefits of Calibrated Classifiers |
PKDD
2004
Springer
14 years 4 months ago
2004
Springer
KDD
2003
ACM
14 years 11 months ago
2003
ACM
Support vector machines (SVMs) have been promising methods for classification and regression analysis because of their solid mathematical foundations which convey several salient ...
KDD
2007
ACM
14 years 11 months ago
2007
ACM
Data mining tasks such as supervised classification can often benefit from a large training dataset. However, in many application domains, privacy concerns can hinder the construc...
ICCV
2009
IEEE
15 years 3 months ago
2009
IEEE
This paper presents a novel method for detecting scale
invariant keypoints. It fills a gap in the set of available
methods, as it proposes a scale-selection mechanism for
juncti...
AUSAI
2006
Springer
14 years 2 months ago
2006
Springer
Abstract. A learning curve of a performance measure provides a graphical method with many benefits for judging classifier properties. The area under the ROC curve (AUC) is a useful...