Parameters for possible engine parameters for randomForest

These parameters are auxiliary to random forest models that use the "randomForest" engine. They correspond to tuning parameters that would be specified using set_engine("randomForest", ...).

Usage

max_nodes(range = c(100L, 10000L), trans = NULL)

Arguments

range

A two-element vector holding the defaults for the smallest and largest possible values, respectively. If a transformation is specified, these values should be in the transformed units.

trans

A trans object from the scales package, such as scales::log10_trans() or scales::reciprocal_trans(). If not provided, the default is used which matches the units used in range. If no transformation, NULL.

Examples

max_nodes()
#> Maximum Number of Terminal Nodes (quantitative)
#> Range: [100, 10000]