Introduction | Basic Usage | Computing GMC(Y|X) | Computing GMC(X|Y) | Feature Ranking | References
Package: GMC 0.1.2
Xuejing Ding
GMC: Generalized Measure of Correlation (GMC)
Provides tools to compute the Generalized Measure of Correlation (GMC), a dependence measure accounting for nonlinearity and asymmetry in the relationship between variables. Based on the method proposed by Zheng, Shi, and Zhang (2012) <doi:10.1080/01621459.2012.710509>.
Authors:
GMC_0.1.2.tar.gz
GMC_0.1.2.tar.gz(r-4.7-any)GMC_0.1.2.tar.gz(r-4.6-any)
GMC_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
GMC/json (API)
| # Install 'GMC' in R: |
| install.packages('GMC', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:989ab00b13. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 135 | ||
| source / vignettes | OK | 166 | ||
| linux-release-x86_64 | OK | 142 | ||
| wasm-release | OK | 136 |
Exports:GMC_feature_rankingGMC_X_given_YGMC_Y_given_X
Dependencies:FNNkernlabKernSmoothkslatticeMatrixmclustmgcvmulticoolmvtnormnlmepracmaRcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Feature selection using GMC ranking | GMC_feature_ranking |
| Generalized Measure of Correlation: GMC(X | Y) | GMC_X_given_Y |
| Generalized Measure of Correlation: GMC(Y | X) | GMC_Y_given_X |