Multivariate Symmetric Uncertainty and Other Measurements

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Documentation for package ‘msu’ version 0.0.1

• DESCRIPTION file.

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C	Estimation of total correlation for a set of categorical random variables.
categorical_sample_size	Estimate the sample size for a variable in function of its categories.
H	Estimation of Shannon entropy for a categorical variable.
IG	Estimating information gain between two categorical variables.
information_gain	Estimating information gain between two categorical variables.
joint_H	Estimation of the Joint Shannon entropy for two categorical variables.
joint_shannon_entropy	Estimation of the Joint Shannon entropy for two categorical variables.
msu	Estimating Multivariate Symmetrical Uncertainty.
multivar_joint_H	Estimation of joint Shannon entropy for a set of categorical variables.
multivar_joint_shannon_entropy	Estimation of joint Shannon entropy for a set of categorical variables.
new_informative_variable	Create an informative uniform categorical random variable.
new_variable	Create a uniform categorical random variable.
new_xor_variables	Create a set of categorical variables using the logical XOR operator.
rel_freq	Relative frequency of values of a categorical variable.
sample_size	Estimate the sample size for a categorical variable.
shannon_entropy	Estimation of Shannon entropy for a categorical variable.
SU	Estimating Symmetrical Uncertainty of two categorical variables.
symmetrical_uncertainty	Estimating Symmetrical Uncertainty of two categorical variables.
total_correlation	Estimation of total correlation for a set of categorical random variables.