Description Usage Arguments References Examples
Calculates the multinomial regret term for for a discrete random variable with domain size k and sample size n (see Silander et al. 2018). Note that we use the logarithm to basis 2 to calculate the result. To compare the results to Silander et al. (2018), we need to multiply the result with log(2) to compare the results.
1 | regret(n,k)
|
n |
Integer (sample size) |
k |
Integer (domain size) |
Tomi Silander, Janne Leppä-aho, Elias Jääsaari, Teemu Roos; Quotient normalized maximum likelihood criterion for learning bayesian network structures, Proceedings of the 21nd International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR, 2018
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