summary.sperrorestimportance {sperrorest}

Summarize variable importance statistics obtained by sperrorest

Description

summary.sperrorestimportance calculated mean, standard deviation, median etc. of the calculated error measures at the specified level (overall, repetition, or fold).

Usage

## S3 method for class 'sperrorestimportance'
summary(object, level = 0, na.rm = TRUE, which = NULL, ...)

Arguments

object

sperrorestimportance object calculated by sperrorest called with argument importance = TRUE

level

Level at which errors are summarized: 0: overall (i.e. across all repetitions); 1: repetition; 2: fold

na.rm

Remove NA values? See mean etc.

which

optional character vector specifying selected variables for which the importances should be summarized

...

additional arguments (currently ignored)

Value

a list or data.frame, depending on the level of aggregation