A Fast Algorithm for Unbiased Estimation of Variance of AUC Based on Dynamic Programming

A Fast Algorithm for Unbiased Estimation of Variance of AUC Based on Dynamic Programming

Receiver operating characteristic (ROC) curve is a plot traced out by pairs of false-positive rate and true-positive rate according to various decision threshold settings. The area under the ROC curve (AUC) is widely used as a figure of merit to summarize a diagnostic system's performance, a bi...

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Bibliographic Details
Main Authors: Weichao Xu, Shun Liu, Xu Sun, Siyang Liu, Yun Zhang
Format: Article
Language:English
Published: IEEE 2016-01-01
Series:IEEE Access
Subjects:
Area under the curve (AUC)
dynamic programming
Mann-Whitney U statistic (MWUS)
receiver operating characteristic (ROC)
Online Access:https://ieeexplore.ieee.org/document/7778182/

Internet

https://ieeexplore.ieee.org/document/7778182/

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