130 search results - page 5 / 26 » Optimizing Area Under Roc Curve with SVMs |
CMPB
2002
13 years 7 months ago
2002
PKDD
2007
Springer
14 years 1 months ago
2007
Springer
Colon cancer is one of the most common cancers in developed countries. Most of these cancers start with a polyp. Polyps are easily detected by physicians. Our goal is to mimic this...
BMCBI
2011
13 years 2 months ago
2011
Background: Receiver operating characteristic (ROC) curves are useful tools to evaluate classifiers in biomedical and bioinformatics applications. However, conclusions are often r...
BMCBI
2008
13 years 7 months ago
2008
Background: As in many different areas of science and technology, most important problems in bioinformatics rely on the proper development and assessment of binary classifiers. A ...
ICML
2003
IEEE
14 years 8 months ago
2003
IEEE
When the goal is to achieve the best correct classification rate, cross entropy and mean squared error are typical cost functions used to optimize classifier performance. However,...