kld {mlf} | R Documentation |
Provides estimated difference between individual entropy and cross-entropy of two probability distributions.
kld(x, y, bins)
x , y |
numeric or discrete data vectors |
bins |
specify number of bins |
# Sample numeric vector
a <- rnorm(25, 80, 35)
b <- rnorm(25, 90, 35)
mlf::kld(a, b, bins = 2)
# Sample discrete vector
a <- as.factor(c(1,1,2,2))
b <- as.factor(c(1,1,1,2))
mlf::kld(a, b)