Package: CASMI 1.2.2
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_1.2.2.tar.gz
CASMI_1.2.2.tar.gz(r-4.5-noble)CASMI_1.2.2.tar.gz(r-4.4-noble)
CASMI_1.2.2.tgz(r-4.4-emscripten)CASMI_1.2.2.tgz(r-4.3-emscripten)
CASMI.pdf |CASMI.html✨
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 9 months agofrom:e617d6fa86. Checks:OK: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 14 2024 |
R-4.5-linux | OK | Oct 14 2024 |
Exports:AQIautoBin.binaryCASMI.selectFeatures
Dependencies:entropyEntropyEstimation
Readme and manuals
Help Manual
Help page | Topics |
---|---|
AQI Index | AQI |
Auto Binning for Quantitative Variables - Binary | autoBin.binary |
'CASMI'-Based Feature Selection | CASMI.selectFeatures |