Package: IMP 1.1
IMP: Interactive Model Performance Evaluation
Contains functions for evaluating & comparing the performance of Binary classification models. Functions can be called either statically or interactively (as Shiny Apps).
Authors:
IMP_1.1.tar.gz
IMP_1.1.zip(r-4.7)IMP_1.1.zip(r-4.6)IMP_1.1.zip(r-4.5)
IMP_1.1.tgz(r-4.6-any)IMP_1.1.tgz(r-4.5-any)
IMP_1.1.tar.gz(r-4.7-any)IMP_1.1.tar.gz(r-4.6-any)
IMP_1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
IMP/json (API)
| # Install 'IMP' in R: |
| install.packages('IMP', repos = c('https://anup50695.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/anup50695/imppackage/issues
Last updated from:e5c6116a6a. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 139 | ||
| source / vignettes | OK | 165 | ||
| linux-release-x86_64 | OK | 144 | ||
| macos-release-arm64 | OK | 122 | ||
| macos-oldrel-arm64 | OK | 164 | ||
| windows-devel | OK | 97 | ||
| windows-release | OK | 110 | ||
| windows-oldrel | OK | 112 | ||
| wasm-release | OK | 120 |
Exports:interConfMatrixinterPerfMeasuresstaticConfMatrixstaticPerfMeasures
Dependencies:base64encbslibcachemclicommonmarkcpp11digestdplyrfarverfastmapfontawesomefsgenericsggplot2gluegtablehtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlifecyclemagrittrmemoisemimeotelpillarpkgconfigpromisespurrrR6rappdirsRColorBrewerRcpprlangS7sassscalesshinysourcetoolsstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithrxtable
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Interactive confusion matrix | interConfMatrix |
| Interactive Model Performance Evaluation & Comparison | interPerfMeasures |
| Confusion Matrix for Binary Classification Models | staticConfMatrix |
| Model evaluation measures for Binary classification models | staticPerfMeasures |
