Package: ROCpAI 1.25.0
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:
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✨
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)
softwarestatisticalmethodclassification
Last updated from:98cce8ca3e. Checks:8 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | NOTE | 176 | ||
| linux-devel-x86_64 | NOTE | 265 | ||
| source / vignettes | OK | 214 | ||
| linux-release-x86_64 | NOTE | 300 | ||
| macos-release-arm64 | NOTE | 175 | ||
| macos-oldrel-arm64 | NOTE | 148 | ||
| windows-devel | NOTE | 198 | ||
| windows-release | NOTE | 194 | ||
| windows-oldrel | NOTE | 168 | ||
| wasm-release | OK | 145 |
Exports:mcpAUCmcpAUCbootpointsCurvetpAUCtpAUCboot
Dependencies:abindBiobaseBiocGenericsbootDelayedArrayevaluatefissiongenericsGenomicRangeshighrIRangesknitrlatticeMatrixMatrixGenericsmatrixStatsS4ArraysS4VectorsSeqinfoSparseArraySummarizedExperimentxfunXVectoryaml
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 |
