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DESCRIPTION
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DESCRIPTION
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Package: scConform
Type: Package
Title: Conformal Inference For Cell Type Annotation
Version: 0.99.1
Authors@R: c(
person("Daniela", "Corbetta",
email = "[email protected]",
role = c("aut", "cre")),
person("Tram", "Nguyen", role = "ctb"),
person("Anthony", "Christidis", role = "ctb"),
person("Nitesh", "Turaga", role = "ctb"),
person("Ludwig", "Geistlinger", role = "ctb")
)
Description: Builds prediction interval for cell type annotation using conformal
inference and conformal risk control.
It provides two main methods. The first one gives prediction intervals with
coverage guarantees based on standard conformal inference. The second one
instead gives hierarchical prediction intervals that are consistent
with the cell ontology.
License: Artistic-2.0
Depends:
R (>= 4.4.0)
Suggests:
knitr,
Matrix,
rmarkdown,
BiocStyle,
VGAM,
ontoProc,
MerfishData,
doParallel,
scuttle,
SingleCellExperiment,
scran
Imports:
igraph,
stats,
SummarizedExperiment,
BiocParallel,
Rgraphviz
VignetteBuilder: knitr
RoxygenNote: 7.3.1
Encoding: UTF-8
biocViews:
SingleCell,
Annotation
URL: https://github.com/ccb-hms/scConform
BugReports: https://github.com/ccb-hms/scConform/issues