Package: CASMI 2.0.0

Jingyi (Catherine) Shi
CASMI: 'CASMI'-Based Functions
Contains Coverage Adjusted Standardized Mutual Information ('CASMI')-based functions. 'CASMI' is a fundamental concept of a series of methods. For more information about 'CASMI' and 'CASMI'-related methods, please refer to the corresponding publications (e.g., a feature selection method, Shi, J., Zhang, J., & Ge, Y. (2019) <doi:10.3390/e21121179>, and a dataset quality measurement method, Shi, J., Zhang, J., & Ge, Y. (2019) <doi:10.1109/ICHI.2019.8904553>) or contact the package author for the latest updates.
Authors:
CASMI_2.0.0.tar.gz
CASMI_2.0.0.tar.gz(r-4.7-any)CASMI_2.0.0.tar.gz(r-4.6-any)
CASMI_2.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
CASMI/json (API)
| # Install 'CASMI' in R: |
| install.packages('CASMI', 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:7831d2c244. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 106 | ||
| source / vignettes | OK | 154 | ||
| linux-release-x86_64 | OK | 102 | ||
| wasm-release | OK | 91 |
Exports:AQIautoBin.binaryCASMI.mineCombinationCASMI.selectFeatures
Dependencies:entropyEntropyEstimation
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| AQI Index | AQI |
| Automatically Dichotomize Quantitative Variables | autoBin.binary |
| Discover Factor Combinations based on 'CASMI' | CASMI.mineCombination |
| 'CASMI' Feature Selection | CASMI.selectFeatures |