Package: HUM 2.0

Natalia Novoselova

HUM: Compute HUM Value and Visualize ROC Curves

Tools for computing HUM (Hypervolume Under the Manifold) value to estimate features ability to discriminate the class labels, visualizing the ROC curve for two or three class labels (Natalia Novoselova, Cristina Della Beffa, Junxi Wang, Jialiang Li, Frank Pessler, Frank Klawonn (2014) <doi:10.1093/bioinformatics/btu086>).

Authors:Natalia Novoselova,Junxi Wang,Jialiang Li, Frank Pessler,Frank Klawonn

HUM_2.0.tar.gz
HUM_2.0.tar.gz(r-4.5-noble)HUM_2.0.tar.gz(r-4.4-noble)
HUM_2.0.tgz(r-4.4-emscripten)HUM_2.0.tgz(r-4.3-emscripten)
HUM.pdf |HUM.html✨
HUM/json (API)

# Install 'HUM' in R:
install.packages('HUM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

1.86 score 1 stars 12 scripts 157 downloads 6 mentions 7 exports 31 dependencies

Last updated 3 years agofrom:f2936cb15b. Checks:1 OK, 1 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 12 2025
R-4.5-linux-x86_64NOTEFeb 12 2025

Exports:CalcGeneCalcROCCalculate3DCalculateHUM_ExCalculateHUM_PlotCalculateHUM_ROCCalculateHUM_seq

Dependencies:base64encbslibcachemclidigestevaluatefastmapfontawesomefsgluegtoolshighrhtmltoolshtmlwidgetsjquerylibjsonliteknitrlifecyclemagrittrmemoisemimeR6rappdirsRcpprglrlangrmarkdownsasstinytexxfunyaml