13 search results - page 1 / 3 » The relationship between Precision-Recall and ROC curves |
ICML
2006
IEEE
14 years 5 months ago
2006
IEEE
Receiver Operator Characteristic (ROC) curves are commonly used to present results for binary decision problems in machine learning. However, when dealing with highly skewed datas...
ICPR
2002
IEEE
14 years 5 months ago
2002
IEEE
The mathematical relationship between the expectedconfusion metric and the area under a receiver operating characteristic (ROC) curve is derived. Given a limited database of subje...
CMPB
2002
13 years 4 months ago
2002
JMLR
2006
13 years 4 months ago
2006
Receiver Operating Characteristic (ROC) curves are a standard way to display the performance of a set of binary classifiers for all feasible ratios of the costs associated with fa...
BMCBI
2007
13 years 4 months ago
2007
Background: In a previous study, we demonstrated that some essential proteins from pathogenic organisms contained sizable insertions/deletions (indels) when aligned to human prote...