View source: R/mml_without_parents.R
This is an auxiliary function to both mml_cpt() and mml_cpt_fast(). It calculates the mml score of a node without any parents.
1 2 | mml_without_parents(indexListPerNodePerValue, arities, sampleSize,
targetIndex, alpha, statingPara = FALSE)
|
indexListPerNodePerValue |
A list of stored indices for each value of each node. It is obtained by the function count_occurance(). |
arities |
A vector of variable ariteis. |
sampleSize |
Sample size of a given data set. |
targetIndex |
Index of the target node. |
alpha |
A vector of concentration parameters for a Dirichlet distribution. Range is from zeor to positive infinity, length is equal to the arity of the target variable. |
statingPara |
If TRUE MML estimate of the parameters are also stated with extra 0.5log(pi*e/6) per parameter, otherwise 0. |
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