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]