15 search results - page 1 / 3 » AUC: a Statistically Consistent and more Discriminating Meas... |
IJCAI
2003
13 years 6 months ago
2003
Predictive accuracy has been used as the main and often only evaluation criterion for the predictive performance of classification learning algorithms. In recent years, the area ...
BMCBI
2010
13 years 4 months ago
2010
Background: The receiver operating characteristic (ROC) curve is a fundamental tool to assess the discriminant performance for not only a single marker but also a score function c...
NIPS
2003
13 years 6 months ago
2003
The area under an ROC curve (AUC) is a criterion used in many applications to measure the quality of a classification algorithm. However, the objective function optimized in most...
ECCV
2006
Springer
14 years 6 months ago
2006
Springer
Abstract. This paper addresses the problem of how to learn an appropriate feature representation from video to benefit video-based face recognition. By simultaneously exploiting th...
CSB
2003
IEEE
13 years 9 months ago
2003
IEEE
The design of large scale DNA microarrays is a challenging problem. So far, probe selection algorithms must trade the ability to cope with large scale problems for a loss of accur...