Calculate the percentage increase in OOB error of the forest when each feature is shuffled.

getVI(object, noWarning, seed = NULL)

Arguments

object

A `forestry` object.

noWarning

flag to not display warnings

seed

A parameter to seed the random number generator for shuffling the features of X.

Value

The variable importance of the forest.

Note

No seed is passed to this function so it is not possible in the current implementation to replicate the vector permutations used when measuring feature importance.