firealarm

A collection of Bayesian networks (discrete, Gaussian, and conditional linear Gaussian) collated from recent academic literature. The 'bnRep_summary' object provides an overview of the Bayesian networks in the repository and the package documentation includes details about the variables in each network. A Shiny app to explore the repository can be launched with 'bnRep_app()' and is available online at <https://manueleleonelli.shinyapps.io/bnRep>. Reference: 'M. Leonelli' (2025) <doi:10.1016/j.neucom.2025.129502>.

Manuele Leonelli

bnRep

A Repository of Bayesian Networks from the Academic Literature

firealarm function

A discrete Bayesian network to model a simple fire alarm system. Probabilities were given within the referenced paper. The vertices are:<dl>
<dt>Fire</dt>
<dd>(true, false);</dd><dt>Tampering</dt>
<dd>(true, false);</dd><dt>Smoke</dt>
<dd>(true, false);</dd><dt>Alarm</dt>
<dd>(true, false);</dd><dt>Leaving</dt>
<dd>(true, false);</dd><dt>Report</dt>
<dd>(true, false);</dd>
</dl>

firealarm: firealarm Bayesian Network

Description

Arguments

Value

Format

References