create_resample_experiment: create_resample_experiment

In flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data

create_resample_experiment

Description

Creates an object of a resampling experiment.

Usage

create_resample_experiment(
  seed,
  data_df,
  parser_inst,
  model_inst,
  config_inst,
  n_features
)

Arguments

seed	sets the seed for the random number generator to guarantee reproducibility. (int)
data_df	data frame to be learned from. (tibble::tibble)
parser_inst	instance of parser object. (optparse::parse_args).
model_inst	instance of caret_train object (caret::train).
config_inst	list of config options (list).
n_features	number of features (int).

Details

Creates a resampling experiment. It uses user defined parameters to set up the experiment. It creates an instance of the Resampler object and runs the experiment according to the user-defined parameters.

Value

An instance of type 'Resampler'.

Author(s)

Sebastian Malkusch

flowml documentation built on May 29, 2024, 10:43 a.m.