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:Anup Nair [aut, cre]

IMP_1.1.tar.gz
IMP_1.1.zip(r-4.5)IMP_1.1.zip(r-4.4)IMP_1.1.zip(r-4.3)
IMP_1.1.tgz(r-4.4-any)IMP_1.1.tgz(r-4.3-any)
IMP_1.1.tar.gz(r-4.5-noble)IMP_1.1.tar.gz(r-4.4-noble)
IMP_1.1.tgz(r-4.4-emscripten)IMP_1.1.tgz(r-4.3-emscripten)
IMP.pdf |IMP.html✨
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

On CRAN:

4 exports 1 stars 6.19 score 59 dependencies 172 mentions 20 scripts 139 downloads

Last updated 9 years agofrom:e5c6116a6a. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 09 2024
R-4.5-win	OK	Sep 09 2024
R-4.5-linux	OK	Sep 09 2024
R-4.4-win	OK	Sep 09 2024
R-4.4-mac	OK	Sep 09 2024
R-4.3-win	OK	Sep 09 2024
R-4.3-mac	OK	Sep 09 2024

Exports:interConfMatrix interPerfMeasures staticConfMatrix staticPerfMeasures

Dependencies:base64enc bslib cachem cli colorspace commonmark cpp11 crayon digest dplyr fansi farver fastmap fontawesome fs generics ggplot2 glue gtable htmltools httpuv isoband jquerylib jsonlite labeling later lattice lifecycle magrittr MASS Matrix memoise mgcv mime munsell nlme pillar pkgconfig promises purrr R6 rappdirs RColorBrewer Rcpp rlang sass scales shiny sourcetools stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr xtable

Citation

Development and contributors

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