\clearpage

\section{Hyperparameters validation for classical GP}

\subsection{213}

\begin{figure}[ht]
    \centering
    \includegraphics[width = \textwidth]{Plots/GP_213_training_performance.pdf}
    \caption{}
    \label{fig:GP_213_train_validation}
\end{figure}

\begin{figure}[ht]
    \centering
    \includegraphics[width = \textwidth]{Plots/GP_213_test_performance.pdf}
    \caption{}
    \label{fig:GP_213_test_validation}
\end{figure}


\begin{figure}[ht]
    \centering
    \includegraphics[width =
    \textwidth]{Plots/GP_213_-1pts_test_prediction_20_steps.pdf}
    \caption{}
    \label{fig:GP_213_multistep_validation}
\end{figure}


\clearpage

\subsection{313}


\begin{figure}[ht]
    \centering
    \includegraphics[width = \textwidth]{Plots/GP_313_training_performance.pdf}
    \caption{}
    \label{fig:GP_313_train_validation}
\end{figure}

\begin{figure}[ht]
    \centering
    \includegraphics[width = \textwidth]{Plots/GP_313_test_performance.pdf}
    \caption{}
    \label{fig:GP_313_test_validation}
\end{figure}


\begin{figure}[ht]
    \centering
    \includegraphics[width =
    \textwidth]{Plots/GP_313_-1pts_test_prediction_20_steps.pdf}
    \caption{}
    \label{fig:GP_313_multistep_validation}
\end{figure}


\clearpage