compareTo {agghoo}

compareTo

Description

Compare a list of learning methods (or run only one), on data/target.

Usage

compareTo(
  data,
  target,
  method_s,
  rseed = -1,
  floss = NULL,
  verbose = TRUE,
  ...
)

Arguments

data

Data matrix or data.frame

target

Target vector (generally)

method_s

Either a single function, or a list (examples: agghoo_run, standardCV_run)

rseed

Seed of the random generator (-1 means "random seed")

floss

Loss function to compute the error on testing dataset.

verbose

TRUE to request methods to be verbose.

...

arguments passed to method_s function(s)