hyperparameters_GA.tex

\begin{table}[h!]
\begin{center}
  \caption{Hyperparameters for the genetic algorithm. {\it Mutation $\sigma$ factor} is a factor used to set the standard deviation of the gaussian mutation. We use $\sigma = \frac{\mu^-}{\alpha}$ where $\alpha$ is the factor and $\mu^-$ defined by $\underset{i,j}{\min}{~ \mu_i - \mu_j}$.}
  %\resizebox{12cm}{!}{
  \begin{small}
\begin{tabular}{|l|c|c|}
\hline
  Dataset & Generations & Mutation $\sigma$ factor \\ \hline
 \texttt{adult} & 200 & 10000 \\
  \texttt{breasts} & 200 & 10 \\
  \texttt{heart} & 200 & 10 \\
    \texttt{phishing} & 100 & 1000 \\
    \texttt{skin} & 100 & 1000 \\
    \texttt{splice} & 200 & 100 \\\hline
\end{tabular}
\end{small}
  %}
  \label{table:hyperparameters_ga}
\end{center}
\end{table}