mml_cpt_cach: An auxiliary function for mml_pt()
In kelvinyangli/mbmml: Learn Markov blankets using Minimum Message Length
Description
Given a node x and its learned Markov blanket mb(x), this function pre-calculates the mml score of each node
y in mb(x) given its potential parents. There are certain nodes that can't be parents of y, such as any
subset that contains y, or any subset that doesn't contain the target node x, because if x is not a
parent of y, then any parents of y must not exist in mb(x). This function helps speed up computing mmlcpt
for an entire mbpt.
Usage
1
2
mml_cpt_cach(indexListPerNodePerValue, arities, sampleSize, vars, target,
learnedMB)
Arguments
vars
A vector of all variables.
target
A taregt node.
learnedMB
The learned mb of the target node
kelvinyangli/mbmml documentation built on June 29, 2020, 3:12 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description
Given a node x and its learned Markov blanket mb(x), this function pre-calculates the mml score of each node y in mb(x) given its potential parents. There are certain nodes that can't be parents of y, such as any subset that contains y, or any subset that doesn't contain the target node x, because if x is not a parent of y, then any parents of y must not exist in mb(x). This function helps speed up computing mmlcpt for an entire mbpt.
Usage
1 2 | mml_cpt_cach(indexListPerNodePerValue, arities, sampleSize, vars, target,
learnedMB)
|
Arguments
vars |
A vector of all variables. |
target |
A taregt node. |
learnedMB |
The learned mb of the target node |
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.