stapler: Simultaneous Truth and Performance Level Estimation

An implementation of Simultaneous Truth and Performance Level Estimation (STAPLE) <doi:10.1109/TMI.2004.828354>. This method is used when there are multiple raters for an object, typically an image, and this method fuses these ratings into one rating. It uses an expectation-maximization method to estimate this rating and the individual specificity/sensitivity for each rater.

Getting started

Package details

AuthorJohn Muschelli [aut, cre]
MaintainerJohn Muschelli <[email protected]>
LicenseGPL-3
Version0.6.5
URL https://github.com/muschellij2/stapler
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("stapler")

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stapler documentation built on Feb. 3, 2018, 1:02 a.m.