wrapper_aucdim {tradeoffaucdim}R Documentation

Wrap all pipeline

Description

Wrap all pipeline

Usage

wrapper_aucdim(
  data,
  outcome,
  indep_vars,
  n_samples = 100,
  n_maximum_dim = 5,
  p_in = 0.5,
  p_out = 0.6,
  models = c("SL.glm"),
  test_partition_prop = 0.2,
  perf_measure = "auc",
  x_label_offset = 1,
  y_label_offset = 10
)

Arguments

data

a dataframe to be analyzed

outcome

a string representing the outcome variable

indep_vars

a vector of strings to be considered

n_samples

number of bootstrap samples

n_maximum_dim

maximum number of variables

p_in

entry p-value for choosing variable order

p_out

exclusion p-value for choosing variable order

models

a string representing the models to compare

test_partition_prop

test partition proportion

perf_measure

performance measure to be considered

x_label_offset

x coordinate for plotting

y_label_offset

y coordinate for plotting

Value

a list with the final object


[Package tradeoffaucdim version 0.1.0 Index]