Package: DET 3.0.3
DET: Representation of DET Curve with Confidence Intervals
Builds both ROC (Receiver Operating Characteristic) and DET (Detection Error Tradeoff) curves from a set of predictors that are the results of a binary classification system. The curves give a general view of classifier performance and are useful for comparing different systems.
Authors:
DET_3.0.3.tar.gz
DET_3.0.3.zip(r-4.7)DET_3.0.3.zip(r-4.6)DET_3.0.3.zip(r-4.5)
DET_3.0.3.tgz(r-4.6-any)DET_3.0.3.tgz(r-4.5-any)
DET_3.0.3.tar.gz(r-4.7-any)DET_3.0.3.tar.gz(r-4.6-any)
DET_3.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
DET/json (API)
| # Install 'DET' in R: |
| install.packages('DET', repos = c('https://jmcurran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jmcurran/det/issues
Datasets:
- ovarianCancer - Data on Ovarian Cancer
- speaker - Data on a Speaker Recognition System
Last updated from:b30a562dc1. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 143 | ||
| source / vignettes | OK | 151 | ||
| linux-release-x86_64 | OK | 123 | ||
| macos-release-arm64 | OK | 78 | ||
| macos-oldrel-arm64 | OK | 93 | ||
| windows-devel | OK | 109 | ||
| windows-release | OK | 81 | ||
| windows-oldrel | OK | 68 | ||
| wasm-release | OK | 175 |
Exports:detcdetc.ciEERminDcfplotROCplotROCspointsEERshow.DETs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| DET Curve calculation | detc |
| DET Curve calculation with CI | detc.ci |
| Equal Error Rate computation | EER |
| Minimum of the Detection Cost Function computation | minDcf |
| Data on Ovarian Cancer (NCI PBSII Data) | ovarianCancer |
| DET Curve plot | plot.DET |
| DET Curves plot | plot.DETs |
| ROC Curve plot | plotROC |
| ROC Curves plot | plotROCs |
| EER Plot | pointsEER |
| Show the structure of a DETs object | show,DETs-method |
| Show the structure of a DET object | show.DETs |
| Data on a Speaker Recognition System (Voxceleb verification test) | speaker |
