Package: ROCpAI 1.25.0

Juan-Pedro Garcia

ROCpAI: Receiver Operating Characteristic Partial Area Indexes for evaluating classifiers

The package analyzes the Curve ROC, identificates it among different types of Curve ROC and calculates the area under de curve through the method that is most accuracy. This package is able to standarizate proper and improper pAUC.

Authors:Juan-Pedro Garcia [aut, cre], Manuel Franco [aut], Juana-María Vivo [aut]

ROCpAI_1.25.0.tar.gz
ROCpAI_1.25.0.zip(r-4.7)ROCpAI_1.25.0.zip(r-4.6)ROCpAI_1.25.0.zip(r-4.5)
ROCpAI_1.25.0.tgz(r-4.6-any)ROCpAI_1.25.0.tgz(r-4.5-any)
ROCpAI_1.25.0.tar.gz(r-4.7-any)ROCpAI_1.25.0.tar.gz(r-4.6-any)
ROCpAI_1.25.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ROCpAI/json (API)

# Install 'ROCpAI' in R:

install.packages('ROCpAI', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/juanpegarcia/rocpai/issues

On BioConductor:ROCpAI-1.25.0(bioc 3.24)ROCpAI-1.24.0(bioc 3.23)

software statisticalmethod classification

3.30 score 9 scripts 313 downloads 5 exports 24 dependencies

Last updated from:98cce8ca3e. Checks:1 WARNING, 7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
bioc-checks	WARNING	191
linux-devel-x86_64	NOTE	352
source / vignettes	OK	215
linux-release-x86_64	NOTE	297
macos-release-arm64	NOTE	135
macos-oldrel-arm64	NOTE	131
windows-devel	NOTE	170
windows-release	NOTE	169
windows-oldrel	NOTE	181
wasm-release	OK	128

Exports:mcpAUC mcpAUCboot pointsCurve tpAUC tpAUCboot

Dependencies:abind Biobase BiocGenerics boot DelayedArray evaluate fission generics GenomicRanges highr IRanges knitr lattice Matrix MatrixGenerics matrixStats S4Arrays S4Vectors Seqinfo SparseArray SummarizedExperiment xfun XVector yaml

ROCpAI: ROC Partial Area Indexes for evaluating classifiers

Rendered fromvignettes.Rmdusingknitr::rmarkdown

Last update: 2020-03-04
Started: 2020-03-04

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Clasification of area under ROC curve following McClish method	mcpAUC
mcpAUCboot	mcpAUCboot
Points of the ROC curve	pointsCurve
Tigher partial area under the ROC curve	tpAUC
tpAUCboot	tpAUCboot