96 search results - page 2 / 20 » A New Evaluation Measure for Imbalanced Datasets |
BMCBI
2011
13 years 11 days ago
2011
Background: In the last decades, microarray technology has spread, leading to a dramatic increase of publicly available datasets. The first statistical tools developed were focuse...
IJCAI
2007
13 years 6 months ago
2007
Evaluation measures play an important role in machine learning because they are used not only to compare different learning algorithms, but also often as goals to optimize in cons...
IJCV
2010
13 years 3 months ago
2010
While research on articulated human motion and pose estimation has progressed rapidly in the last few years, there has been no systematic quantitative evaluation of competing meth...
ISMAR
2009
IEEE
13 years 12 months ago
2009
IEEE
Unlike dense stereo, optical flow or multi-view stereo, templatebased tracking lacks benchmark datasets allowing a fair comparison between state-of-the-art algorithms. Until now,...
ICPR
2010
IEEE
13 years 5 months ago
2010
IEEE
—Evaluating the performance of a classification algorithm critically requires a measure of the degree to which unseen examples have been identified with their correct class lab...