Description Usage Arguments Examples
Creates a input variable importance plot
1 | Variable_importance(model, top = NULL, var_names = NULL)
|
model |
list containing a model of class "hs_rulefit". |
top |
If a integer number is given only shows the top most important variables in the plot |
var_names |
optional vector with the variable names to be shown in plot. |
1 2 3 4 5 6 7 8 9 | #Fit HorseRuleFit
x = matrix(rnorm(5000), ncol=10)
y = apply(x,1,function(x)sum(x[1:5])+rnorm(1))
hrres = HorseRuleFit(X = x, y=y,
thin=1, niter=100, burnin=10,
L=5, S=6, ensemble = "both", mix=0.3, ntree=100,
intercept=FALSE, linterms=1:10,
alpha=1, beta=2, linp = 1, restricted = 0)
Variable_importance(hrres)
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