| wine.groupbn.refined {GroupBN} | R Documentation |
wine.groupbn.refined
Description
A refined group Bayesian network with 8 groups learned from dataset 'wine'.
Usage
data("wine.groupbn.refined")Format
group Bayesian network (class 'groupbn')
name of target variable: Soil number of groups: 8 achieved scoring: F1: 0.92 ; Precision: 1 ; Recall: 0.86 ; AUC-PR: 1 ; AUC-ROC: 1 ; cross-entr.: 1.43; BIC (netw.): -77.21
name description "$bn" "Bayesian network structure" "$fit" "fitted Bayesian network (multinomial)" "$arc.confid" "arc confidence" "$X.quali" "qualitative variables in a data.frame" "$X.quanti" "quantitative variables in a data.frame" "$grouping" "group memberships" "$k" "number of groups of initial grouping" "$group.data" "group representatives used for network inference" "$target" "name of target variable" "$separate" "name of any other separated variables" "$pca.param" "pca parameters of each group" "$disc.param" "discretization intervals of each group" "$score" "cross entropy and additional scoring information"
Examples
data(wine.groupbn.refined)