synth_reg_data: Synthesize Simple Regression Data

In egenn/rtemis: Machine Learning and Visualization

Synthesize Simple Regression Data

Description

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(s)

EDG

egenn/rtemis documentation built on June 14, 2025, 11:54 p.m.