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dagbag (version 1.1)

Learning directed acyclic graphs (DAGs) through bootstrap aggregating

Description

dagbag is a set of methods that learn DAGs via bootstrap aggregating.

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Version

Install

install.packages('dagbag')

Monthly Downloads

23

Version

1.1

License

GPL (>= 2)

Maintainer

Jie Peng

Last Published

June 25th, 2014

Functions in dagbag (1.1)

score_shd

A function to use structural hamming distance to aggregate DAGs
example

An example with n=102 samples and p=102 nodes
score

A function to learn a DAG model by the hill climbing algorithm