Multivariate Symmetric Uncertainty and Other Measurements
Estimate the sample size for a variable in function of its categories.
Estimating information gain between two categorical variables.
Estimation of the Joint Shannon entropy for two categorical variables.
Estimating Multivariate Symmetrical Uncertainty.
Estimation of joint Shannon entropy for a set of categorical variables...
Create an informative uniform categorical random variable.
Create a uniform categorical random variable.
Create a set of categorical variables using the logical XOR operator.
Relative frequency of values of a categorical variable.
Estimate the sample size for a categorical variable.
Estimation of Shannon entropy for a categorical variable.
Estimating Symmetrical Uncertainty of two categorical variables.
Estimation of total correlation for a set of categorical random variab...
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.