R/interpret_Mrvi.R
interpret_Mrvi.Rd
Plots global importance (i.e. cumulative importance of all features for all response variables) and individual response importance.
interpret_Mrvi( VI, modelPerf, Y, X, groupCov = NULL, cutoff = 0.2, mode = "regression" )
VI | A |
---|---|
modelPerf | A |
Y | A |
X | A |
cutoff | A |
mode |
|
1st plot: and individual response feature plots (2nd plot). Requires object generated from the R function mrvip as well as feature data (Y). Variables also need to be grouped to allow for easier interpretation.