It creates an explainable tree for Random Forest
Usage
e2tree(
formula,
data,
D,
setting = list(impTotal = 0.1, maxDec = 0.01, n = 5, level = 5, tMax = 5),
method = "classification"
)Arguments
- formula
is a formula, with a response but no interaction terms.
- data
is a data frame in which to interpret the variables named in the formula.
- D
is the dissimilarity matrix.
- setting
is a list containing the setting parameters for tree building procedure.
- method
is a character... Default is
setting=list(impTotal=0.1, maxDec=0.01, n=5, level=5, tMax=5).