extract_params {forestControl} | R Documentation |
Extract forest parameters
Description
For a randomForest
or ranger
classification object, extract the parameters needed to calculate an approximate selection frequency threshold
Usage
extract_params(x)
Arguments
x |
a |
Value
a list of four elements
-
Fn The number of features considered at each internal node (mtry)
-
Ft The total number of features in the data set
-
K The average number of binary tests/internal nodes across the enitre forest
-
Tr The total number of trees in the forest
Author(s)
Tom Wilson tpw2@aber.ac.uk
Examples
library(randomForest)
data(iris)
iris.rf <- randomForest(iris[,-5], iris[,5], forest = TRUE)
iris.params <- extract_params(iris.rf)
print(iris.params)
[Package forestControl version 0.2.2 Index]