Unity Propagation in Bayesian Networks Handling Inconsistency via Unity Smoothing

This repository contains the scripts needed to generate the results from the paper Unity Propagation in Bayesian Networks Handling Inconsistency via Unity Smoothing.

• The data sets in data/raw were downloaded from
  • https://archive.ics.uci.edu/ml/datasets.php
• The graphs in triang/nets were downloaded from
  • https://www.bnlearn.com/bnrepository/

To generate all the results

• Run make in a terminal (it takes a long time and should be, preferably, performed on a server)
• The final results can be found in the img folder

All benchmarks were conducted on a Linux server with 56 cores and 512 GB RAM. Only a single core was used however, to get more reliable benchmarks.