PresenceAbsence: Presence-Absence Model Evaluation

Provides a set of functions useful when evaluating the results of presence-absence models. Package includes functions for calculating threshold dependent measures such as confusion matrices, pcc, sensitivity, specificity, and Kappa, and produces plots of each measure as the threshold is varied. It will calculate optimal threshold choice according to a choice of optimization criteria. It also includes functions to plot the threshold independent ROC curves along with the associated AUC (area under the curve).

Getting started

Package details

AuthorElizabeth Freeman
MaintainerElizabeth Freeman <elizabeth.a.freeman@usda.gov>
LicenseUnlimited
Version1.1.11
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("PresenceAbsence")

Try the PresenceAbsence package in your browser

Any scripts or data that you put into this service are public.

PresenceAbsence documentation built on Jan. 7, 2023, 9:09 a.m.