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'))

Peer review:

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

1.78 score 1 stars 12 scripts 117 downloads 6 mentions 7 exports 31 dependencies

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

TargetResultDate
Doc / VignettesOKDec 14 2024
R-4.5-linux-x86_64NOTEDec 14 2024

Exports:CalcGeneCalcROCCalculate3DCalculateHUM_ExCalculateHUM_PlotCalculateHUM_ROCCalculateHUM_seq

Dependencies:base64encbslibcachemclidigestevaluatefastmapfontawesomefsgluegtoolshighrhtmltoolshtmlwidgetsjquerylibjsonliteknitrlifecyclemagrittrmemoisemimeR6rappdirsRcpprglrlangrmarkdownsasstinytexxfunyaml