% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/genScenario.R
\name{genScenario}
\alias{genScenario}
\title{Generate benchmark scenarios for feature discovery}
\usage{
genScenario(
  scenario = 1,
  n_samples = 100,
  n_norm_noise_features = NULL,
  n_unif_noise_features = NULL
)
}
\arguments{
\item{scenario}{Integer between 1 and 6 selecting the simulation design.}

\item{n_samples}{Number of samples to generate.}

\item{n_norm_noise_features}{Number of Gaussian noise features to add.
Defaults depend on the chosen scenario.}

\item{n_unif_noise_features}{Number of uniform noise features to add.
Defaults depend on the chosen scenario.}
}
\value{
A data frame containing the simulated response \code{y} and the
corresponding explanatory variables for the selected scenario.
}
\description{
Creates synthetic datasets used in the vignette to compare classical
statistical tests and XAI-based feature discovery methods across several
classification and regression settings.
}
\examples{
df <- genScenario(1, n_samples = 20, n_norm_noise_features = 2)
head(df)

}
