Synthesize Simple Regression Data — synth_reg_data • rtemis

Synthesize Simple Regression Data

Usage

synth_reg_data(
  nrow = 500,
  ncol = 50,
  noise_sd_factor = 1,
  resampler_parameters = setup_Resampler(),
  seed = NULL,
  verbosity = 0L
)

Arguments

nrow: Integer: Number of rows.
ncol: Integer: Number of columns.
noise_sd_factor: Numeric: Add rnorm(nrow, sd = noise_sd_factor * sd(y)).
resampler_parameters: Output of setup_Resampler defining training/test split. The first resulting resample will be used to create dat_training and dat_test output; all resample output under resamples
seed: Integer: Seed for random number generator.
verbosity: Integer: Verbosity level.

Value

List with elements dat, dat_training, dat_test, resamples, w, seed

Author

EDG