The FEDHC Bayesian network learning algorithm.
An object of class bn.fit. Refer to the documentation of bnlearn for details.
A Gaussian Bayesian network modeling the monthly credit card expenditure of individuals. The code to learn the Bayesian network was given within the referenced paper (Figure 12.c). The vertices are:
Whether the application for a credit card was accepted or not;
The number of major derogatory reports;
The age in years plus twelfths of a year;
The yearly income in $10,000s;
The ratio of monthly credit card expenditure to yearly income;
The average monthly credit card expenditure;
Whether the person owns their home or they rent;
Whether the person is self employed or not;
The number of dependents + 1;
The number of months living at current address;
The number of major credit cards held;
The number of active credit accounts.
Tsagris, M. (2022). The FEDHC Bayesian network learning algorithm. Mathematics, 10(15), 2604.