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Receiver operating characteristic

Known as: Receiver operator curve, C-statistic, Receiver operator characteristic 
In statistics, a receiver operating characteristic (ROC), or ROC curve, is a graphical plot that illustrates the performance of a binary classifier… 
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Related topics

Related topics

35 relations
Accuracy paradoxAlgorithmBase rateBinary classification

Broader (4)

BiostatisticsData miningDetection theoryStatistical classification

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2012
2012
A very high performing system to discriminate tissues in mammograms as benign and malignant
Highly Cited
2010
Highly Cited
2010
Visual Predictions of Currency Crises Using Self-Organizing Maps
Throughout the 1990s, four global waves of financial turmoil occurred. The beginning of the 21st century has also suffered from… 
2007
2007
An SVM Framework for Genre-Independent Scene Change Detection
We present a novel genre-independent SVM framework for detecting scene changes in broadcast video. Our framework works on content… 
Highly Cited
2005
Highly Cited
2005
Using continuous biometric verification to protect interactive login sessions
In this paper we describe the theory, architecture, implementation, and performance of a multimodal passive biometric… 
Highly Cited
2004
Highly Cited
2004
Mammogram segmentation by contour searching and massive lesion classification with neural network
The mammography is the most effective procedure for an early diagnosis of the breast cancer. In this paper, an algorithm for… 
Highly Cited
2003
Highly Cited
2003
Comparison of human- and model-observer LROC studies
We have investigated whether extensions of linear model observers can predict human performance in a localization ROC (LROC… 
2002
2002
Numerical observer study of MAP-OSEM regularization methods with anatomical priors for lesion detection in /sup 67/Ga images
With the increasing number of multimodality systems, registered anatomical data is becoming available for use as patient-specific… 
1999
1999
Using the receiver operating characteristic to asses the performance of neural classifiers
As artificial neural networks continue to find usefulness in fields which historically favor more traditional statistical methods… 
Highly Cited
1979
Highly Cited
1979
A study guide to epidemiology and biostatistics
The Fifth Edition of this popular text is your student's comprehensive study guide to the basic principles of both epidemiology… 
1977
1977
Receiver operating characteristic analysis of sensitivity in neural systems
Receiver operating characteristic analysis and the associated theory of signal detectability provide objective means of examining… 
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