alarmnet

<p>ALARM stands for 'A Logical Alarm Reduction Mechanism' and 
  it is a medical diagnostic alarm message system for patients monitoring developed by Beinlich et. all,  
  (Beinlich, I., Suermondth, G., Chavez, R., Cooper, G., The ALARM monitoring system, 
    1989, In Proc. 2-nd Euro. Conf. on AI and Medicine). 
  It is categorical Bayesian network has 37 nodes and 46 directed edges.</p>

datasets

alarm

Structure learning and parameter estimation of discrete Bayesian networks using likelihood-based criteria.  Exhaustive search for fixed node orders and stochastic search of optimal orders via simulated annealing algorithm are implemented.

Nikolay Balov

catnet

Categorical Bayesian Network Inference

Peter Salzman

alarm function

<p>A data frame with 37 variables and 2000 samples.</p>

alarm: The ALARM network

Description

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