Package: micer
Type: Package
Title: Map Image Classification Efficacy
Version: 0.2.1
Date: 2025-01-05
Authors@R: c(
  person(family="Maxwell", given="Aaron", email="Aaron.Maxwell@mail.wvu.edu", role=c("aut", "cre", "cph")),
  person(family="Farhadpour", given="Sarah", email="sf00039@mix.wvu.edu", role=c("aut")))
Maintainer: Aaron Maxwell <Aaron.Maxwell@mail.wvu.edu>
Description: Map image classification efficacy (MICE) adjusts the
        accuracy rate relative to a random classification baseline
        (Shao et al. (2021)<doi:10.1109/ACCESS.2021.3116526> and Tang
        et al. (2024)<doi:10.1109/TGRS.2024.3446950>). Only the
        proportions from the reference labels are considered, as
        opposed to the proportions from the reference and predictions,
        as is the case for the Kappa statistic. This package offers
        means to calculate MICE and adjusted versions of class-level
        user's accuracy (i.e., precision) and producer's accuracy
        (i.e., recall) and F1-scores. Class-level metrics are
        aggregated using macro-averaging. Functions are also made
        available to estimate confidence intervals using bootstrapping
        and statistically compare two classification results.
Depends: R (>= 4.2)
Imports: dplyr (>= 1.1.3),
License: GPL (>= 3)
URL: https://github.com/maxwell-geospatial/micer
BugReports: https://github.com/maxwell-geospatial/micer/issues
NeedsCompilation: no
Encoding: UTF-8
RoxygenNote: 7.3.3
Roxygen: list(markdown = TRUE)
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
Repository: https://maxwell-geospatial.r-universe.dev
Date/Publication: 2025-11-10 23:38:33 UTC
RemoteUrl: https://github.com/maxwell-geospatial/micer
RemoteRef: HEAD
RemoteSha: 2d50a37cb28e3d663931fc409cc3435ff9980260
Packaged: 2026-06-19 09:31:44 UTC; root
Author: Aaron Maxwell [aut, cre, cph],
  Sarah Farhadpour [aut]