Receiver operating characteristic
id:
receiver-operating-characteristic-166-7144491
title:
Receiver operating characteristic
text:
A receiver operating characteristic curve, or ROC curve, is a graphical plot that illustrates the performance of a binary classifier model at varying threshold values. The ROC curve is the plot of the true positive rate (TPR) against the false positive rate (FPR) at each threshold setting. The ROC can also be thought of as a plot of the statistical power as a function of the Type I Error of the decision rule. The ROC curve is thus the sensitivity or recall as a function of false positive rate. G
brand slug:
wiki
category slug:
encyclopedia
description:
Diagnostic plot of binary classifier ability
original url:
https://en.wikipedia.org/wiki/Receiver_operating_characteristic
date created:
2003-09-15T10:20:55Z
date modified:
2024-08-30T07:24:52Z
main entity:
{"identifier":"Q327120","url":"https://www.wikidata.org/entity/Q327120"}
image:
{"content_url":"https://upload.wikimedia.org/wikipedia/commons/6/6b/Roccurves.png","width":500,"height":485}
fields total:
13
integrity:
16