Heuristics Tools Based on Mutual Information for Variable Ranking


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Documentation for package ‘varrank’ version 0.5

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discretization Discretization of a Possibly Continuous Data Frame of Random Variables
entropy.data Computes an Empirical Estimation of the Entropy from a Table of Counts
mi.data Empirical Estimate of the Mutual Information from a Table of Counts
nassCDS Airbag and other influences on accident fatalities
plot.varrank Visualization of varrank output
print.varrank Methods for Varrank Objects
summary.varrank Summary Methods for Varrank Objects
varrank Heuristics Tools Based on Mutual Information for Variable Ranking and Feature Selection