bnRep_summary {bnRep} | R Documentation |
BnRep Summary
Description
Summary of the Bayesian networks in bnRep
reporting various graph, definition and application details.
Usage
bnRep_summary
Format
A data frame with a row for each BN in bnRep
and the following columns:
- Name
Name of the R object storing the BN;
- Type
Type of Bayesian network (Discrete, Gaussian, Hybrid);
- Structure
How the graph of the BN was defined (Data, Expert, Fixed, Knowledge, Mixed, Synthetic);
- Probabilities
How the probabilities of the BN were defined (Data, Expert, Knowledge, Mixed, Synthetic);
- Graph
Type of graph of the BN (Generic, K-Dep, Naive Bayes, Reverse Naive Bayes, Reverse Tree, TAN, Tree);
- Area
Subject area of the Bayesian network using the SJR classification (Agricultural Sciences, Business, Chemical Engineering, etc.);
- Nodes
Number of nodes in the BN;
- Arcs
Number of arcs in the BN;
- Parameters
Number of free parameters in the BN;
- Avg. Parents
Average number of parents;
- Max Parents
Maximum number of parents;
- Avg. Levels
Average number of discrete variables' levels;
- Max Levels
Max number of discrete variables' levels;
- Average Markov Blanket
Average size of a node's Markov blanket;
- Year
Year of the publication where the BN appeared;
- Journal
Journal where the BN appeared;
- Reference
Reference of the paper where the BN appeared.
Examples
summary(bnRep_summary)