207 search results - page 1 / 42 » On Bootstrapping the ROC Curve |
NIPS
2008
13 years 5 months ago
2008
This paper is devoted to thoroughly investigating how to bootstrap the ROC curve, a widely used visual tool for evaluating the accuracy of test/scoring statistics in the bipartite...
ML
2010
ACM
13 years 2 months ago
2010
ACM
BMCBI
2007
13 years 4 months ago
2007
Background: Novel molecular and statistical methods are in rising demand for disease diagnosis and prognosis with the help of recent advanced biotechnology. High-resolution mass s...
BMCBI
2011
12 years 11 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...
ICPR
2008
IEEE
14 years 5 months ago
2008
IEEE
Receiver Operating Characteristic (ROC) analysis enables fine-tuning of a trained classifier to a desired performance trade-off situation. ROC estimated from a finite test set is,...