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DESCRIPTION
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DESCRIPTION
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Package: poem
Title: POpulation-based Evaluation Metrics
Version: 0.99.4
Authors@R: c(
person("Siyuan", "Luo", email="[email protected]", role=c("cre","aut"), comment=c(ORCID="0009-0007-6404-3244")),
person("Pierre-Luc", "Germain", email="[email protected]", role=c("aut","ctb"),
comment=c(ORCID="0000-0003-3418-4218")))
Description: Implements a set of (mostly external) evaluation metrics for comparing partitions,
fuzzy partitions, for evaluating the segregation of classes/clusters in embeddings or graphs, etc.
Also includes metrics for comparing spatial data to ground truth labels and spatially visualizing
errors.
BugReports: https://github.com/RoseYuan/poem/issues
License: GPL (>= 3)
URL: https://roseyuan.github.io/poem/
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Depends:
R (>= 4.0)
Imports:
aricode,
BiocNeighbors,
BiocParallel,
bluster,
clevr,
clue,
cluster,
elsa,
fclust,
igraph,
Matrix,
mclustcomp,
methods,
sp,
spdep,
stats,
utils
Suggests:
testthat (>= 3.0.0),
BiocStyle,
knitr,
DT,
dplyr,
kableExtra,
scico,
cowplot,
ggnetwork,
ggplot2,
tidyr,
SpatialExperiment,
STexampleData
VignetteBuilder: knitr
biocViews: DimensionReduction, Clustering, GraphAndNetwork, Spatial
Config/testthat/edition: 3