43 search results - page 5 / 9 » Evaluating Misclassifications in Imbalanced Data |
KDD
2007
ACM
14 years 9 months ago
2007
ACM
Given its importance, the problem of predicting rare classes in large-scale multi-labeled data sets has attracted great attentions in the literature. However, the rare-class probl...
BMCBI
2011
13 years 3 months 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...
ML
1998
ACM
13 years 8 months ago
1998
ACM
During a project examining the use of machine learning techniques for oil spill detection, we have encountered several essential questions that we believe deserve the attention of ...
CGF
2010
2010
ProbExplorer: Uncertainty-guided Exploration and Editing of Probabilistic Medical Image Segmentation
13 years 8 months ago
In this paper, we develop an interactive analysis and visualization tool for probabilistic segmentation results in medical imaging. We provide a systematic approach to analyze, in...
COMPSYSTECH
2007
14 years 14 days ago
2007
: The paper proposes a different approach to data modeling. Analogous to the rejection method, where the misclassifications are removed and manually evaluated, we focus here on dif...