mml_without_parents: Auxiliary function to both mml_cpt and mml_cpt_fast

Description Usage Arguments

View source: R/mml_without_parents.R

Description

This is an auxiliary function to both mml_cpt() and mml_cpt_fast(). It calculates the mml score of a node without any parents.

Usage

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mml_without_parents(indexListPerNodePerValue, arities, sampleSize,
  targetIndex, alpha, statingPara = FALSE)

Arguments

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.


kelvinyangli/mbmml documentation built on June 29, 2020, 3:12 a.m.