% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/feasibility_analysis_based_on_data.R
\name{feasibilityAnalysisDataBased}
\alias{feasibilityAnalysisDataBased}
\title{Simulating dataset based on existing dataset's dimensions, mean and standard
deviation}
\usage{
feasibilityAnalysisDataBased(data, classes = 3)
}
\arguments{
\item{data}{The dataset to base the simulation extracting the number of
samples, features and numeric}

\item{classes}{The number of classes of samples to be reflected in the
simulated dataset. Also determines the ks to be considered
(classes-2, classes+2)}
}
\value{
An object of class "feasibilityAnalysis" containing the average
stabilities for all number of clusters(k), the average (over all k) and
maximum stabilities observed and the generated dataset
}
\description{
Simulating dataset based on existing dataset's dimensions, mean and standard
deviation
}
\examples{
feasibilityAnalysisDataBased(data = toy_genes, classes = 3)
feasibilityAnalysisDataBased(data = toy_genes, classes = 2)

}