bank {bnRep} | R Documentation |
bank Bayesian Network
Description
Structural learning of simple staged trees.
Format
A discrete Bayesian network to model whether customers subscribe to a product after being contacted by direct marketing campaigns of a Portuguese banking institution. The Bayesian network is learned via data as stated in the paper. The vertices are:
- marital
Marital status (divorced, married, single, unknown);
- education
Education (no_uni, uni);
- contact
Type of direct marketing contact (cellular, telephone);
- subscription
(no, yes);
Value
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
References
Leonelli, M., & Varando, G. (2024). Structural learning of simple staged trees. Data Mining and Knowledge Discovery, 38(3), 1520-1544.
[Package bnRep version 0.0.1 Index]