Package: msu 0.0.1

msu: Multivariate Symmetric Uncertainty and Other Measurements

Estimators for multivariate symmetrical uncertainty based on the work of Gustavo Sosa et al. (2016) <arxiv:1709.08730>, total correlation, information gain and symmetrical uncertainty of categorical variables.

Authors:Gustavo Sosa [aut], Elias Maciel [cre]

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msu.pdf |msu.html✨
msu/json (API)

Peer review:

Bug tracker:https://github.com/eliasmacielr/msu/issues

On CRAN:

19 exports 1 stars 0.73 score 1 dependencies 11 scripts 125 downloads

Last updated 7 years agofrom:8524d9202c. Checks:OK: 3 NOTE: 4. Indexed: yes.

Exports:Ccategorical_sample_sizeHIGinformation_gainjoint_Hjoint_shannon_entropymsumultivar_joint_Hmultivar_joint_shannon_entropynew_informative_variablenew_variablenew_xor_variablesrel_freqsample_sizeshannon_entropySUsymmetrical_uncertaintytotal_correlation

Dependencies:entropy