VLTimeCausality (version 0.1.1)

checkMultipleSimulationVLtimeseries: checkMultipleSimulationVLtimeseries

Description

checkMultipleSimulationVLtimeseries is a support function that can compare two adjacency matrices: groundtruth and inferred matrices. It re

Usage

checkMultipleSimulationVLtimeseries(trueAdjMat, adjMat)

Arguments

trueAdjMat

a groundtruth matrix.

adjMat

an inferred matrix.

Value

This function returns a list of precision prec, recall rec, and F1 score F1 of inferred vs. groundtruth matrices.

Examples

# NOT RUN {
# Generate simulation data
G<-matrix(FALSE,10,10) # groundtruth
G[1,c(4,7,8,10)]<-TRUE
G[2,c(5,7,9,10)]<-TRUE
G[3,c(6,8,9,10)]<-TRUE
TS <- MultipleSimulationVLtimeseries()
out<-multipleVLGrangerFunc(TS)
checkMultipleSimulationVLtimeseries(trueAdjMat=G,adjMat=out$adjMat)

# }