Package: softclassval 1.1.0
softclassval: Soft Classification Performance Measures
An extension of sensitivity, specificity, positive and negative predictive value to continuous predicted and reference memberships in [0, 1].
Authors:
softclassval_1.1.0.tar.gz
softclassval_1.1.0.zip(r-4.7)softclassval_1.1.0.zip(r-4.6)softclassval_1.1.0.zip(r-4.5)
softclassval_1.1.0.tgz(r-4.6-any)softclassval_1.1.0.tgz(r-4.5-any)
softclassval_1.1.0.tar.gz(r-4.7-any)softclassval_1.1.0.tar.gz(r-4.6-any)
softclassval_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
softclassval/json (API)
| # Install 'softclassval' in R: |
| install.packages('softclassval', repos = c('https://cranhaven.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/cranhaven/cranhaven.r-universe.dev/issues
Last updated from:4253f137b4 (on package/softclassval). Checks:9 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 100 | ||
| source / vignettes | OK | 195 | ||
| linux-release-x86_64 | OK | 89 | ||
| macos-release-arm64 | OK | 88 | ||
| macos-oldrel-arm64 | OK | 76 | ||
| windows-devel | OK | 70 | ||
| windows-release | OK | 63 | ||
| windows-oldrel | OK | 107 | ||
| wasm-release | OK | 86 |
Exports:andcheckrpconfmatconfusiondevdev<-factor2matrixgdlhardhard<-hardclasseshardenluknpvnsamplespostprocpostproc<-ppvprdsenssoftclassval.unittestspecstrongweakwMAEwMSEwRMAEwRMSE
Dependencies:arrayhelperssvUnit
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Input checks and reference preparation for performance calculation | checkrp |
| Performance calculation for soft classification | confmat confusion npv ppv sens spec |
| Mark operator as deviation measure | dev dev<- |
| Convert hard class labels to membership matrix | factor2matrix |
| Mark operator as hard measure | hard hard<- |
| Convert to hard class labels | hardclasses harden |
| Number of samples | nsamples |
| Attach postprocessing function to operator | postproc postproc<- |
| Run the unit tests | softclassval.unittest |
| And (conjunction) operators | and gdl luk prd strong weak wMAE wMSE wRMAE wRMSE |
