bnRep (version 0.0.3)

knowledge: knowledge Bayesian Network

Description

Dynamic knowledge inference based on Bayesian network learning.

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

Format

A discrete Bayesian network to predict whether students would pass specific courses. Probabilities were given within the referenced paper. The vertices are:

Math

(Pass, Fail);

C

(Pass, Fail);

Java

(Pass, Fail);

Database

(Pass, Fail);

Android

(Pass, Fail);

Web

(Pass, Fail);

References

Wang, D., AmrilJaharadak, A., & Xiao, Y. (2020). Dynamic knowledge inference based on Bayesian network learning. Mathematical Problems in Engineering, 2020(1), 6613896.