alarm: The ALARM network

Description Usage Format References

Description

ALARM network data from the Bayesian network repository. The ALARM(A Logical Alarm Reduction Mechanism) is designed to give an alarm message system for patient monitoring. All the variables are multi-level (2, 3, or 4 levels) variable and there are 20,000 observations in the original data.

Usage

1

Format

THE ALARM dataset consists of 8 diagnoses, 16 finding and 13 intermediate variables (total 37 variables). Check bnlearn:alarm for more details.

References

[1] Beinlich IA, Suermondt HJ, Chavez RM, Cooper GF (1989). “The ALARM monitoring system: A case study with two probabilistic inference techniques for belief networks.” In AIME 89, pp. 247–256. Springer.


yongsu-lee/NOTEARGIS documentation built on Dec. 27, 2020, 6:58 p.m.