rROC on a single numeric vector
rROC.numeric.Rd
rROC on a single numeric vector
Usage
# S3 method for class 'numeric'
rROC(x, y, ...)
Arguments
- x
Numeric vector, values of the independent variable for every element/sample.
- y
Factor vector, values of the dependent variable for every element/sample.
- ...
Arguments passed on to
rROC.data.frame
save_path
Path to save the results to. Intermediate results are saved into the directory file.path(save_path, "_partial_directory").
save_intermediate
Should intermediate results be saved to disk? If TRUE, every combination by itself is saved into file.path(save_path, "_partial_directory").
load_existing_intermediate
Should the earlier saved intermediate results in the folder file.path(save_path, "_partial_directory") be loaded?
do_plots
Should the plot_density_rROC_empirical be calculated and returned?
verbose
Should progress be printed?
n_permutations
How many permutations should be done
fix_seed
boolean: If not FALSE, the seed for each permutation will be set by set.seed(fix_seed + permutation_i)
parallel_permutations
boolean: If TRUE, the permutation will be done via
future.apply::future_lapply
, otherwise bybase::lapply
positive_label
Label for the positive class. All other values of
response
are regarded as negative cases.
Value
A list of lists of simple_rROC_permutation and plot results. It is structured as follows:
dependent variable:
independent variable:
- "plots"
plot_density_rROC_empirical
result- "permutation"
simple_rROC_permutation
result