\begin{figure}[hbt!]
\centering
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2011/2011_KplusPi0Resolved_abs_pi_zero_resolved_ETA_DTF_K_plus_ETA_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2011/2011_KplusPi0Resolved_B_plus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2011/2011_KplusPi0Resolved_B_plus_NEW_ConePTasym_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2011/2011_KplusPi0Resolved_B_plus_DIRA_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2011/2011_KplusPi0Resolved_K_plus_PT_DTF_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2011/2011_KplusPi0Resolved_pi_zero_resolved_CL_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2011/2011_KplusPi0Resolved_mu_minus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2011/2011_KplusPi0Resolved_max_gamma1_PT_DTF_gamma2_PT_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
\captionof{figure}[Reweighted distributions of variables used for training the MLP for the year 2011]
{Reweighted distributions of variables used for training the MLP for the year 2011. The black points represent \sWeight ed data in the \qsq region of \jpsi, the red points are $2\times 1D$ reweighted MC events of \BuToKstJpsi.}\label{fig:MLP_compare_2011}
\end{figure}

\begin{figure}[hbt!]
\centering
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2012/2012_KplusPi0Resolved_abs_pi_zero_resolved_ETA_DTF_K_plus_ETA_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2012/2012_KplusPi0Resolved_B_plus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2012/2012_KplusPi0Resolved_B_plus_NEW_ConePTasym_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2012/2012_KplusPi0Resolved_B_plus_DIRA_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2012/2012_KplusPi0Resolved_K_plus_PT_DTF_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2012/2012_KplusPi0Resolved_pi_zero_resolved_CL_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2012/2012_KplusPi0Resolved_mu_minus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2012/2012_KplusPi0Resolved_max_gamma1_PT_DTF_gamma2_PT_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
\captionof{figure}[Reweighted distributions of variables used for training the MLP for the year 2012]
{Reweighted distributions of variables used for training the MLP for the year 2012. The black points represent \sWeight ed data in the \qsq region of \jpsi, the red points are $2\times 1D$ reweighted MC events of \BuToKstJpsi. The small disagreement in maxumum \pt of photons is caused by the nature of the decay: }\label{fig:MLP_compare_2012}
\end{figure}

\begin{figure}[hbt!]
\centering
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2015/2015_KplusPi0Resolved_abs_pi_zero_resolved_ETA_DTF_K_plus_ETA_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2015/2015_KplusPi0Resolved_B_plus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2015/2015_KplusPi0Resolved_B_plus_NEW_ConePTasym_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2015/2015_KplusPi0Resolved_B_plus_DIRA_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2015/2015_KplusPi0Resolved_K_plus_PT_DTF_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2015/2015_KplusPi0Resolved_pi_zero_resolved_CL_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2015/2015_KplusPi0Resolved_mu_minus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2015/2015_KplusPi0Resolved_max_gamma1_PT_DTF_gamma2_PT_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
\captionof{figure}[Reweighted distributions of variables used for training the MLP for the year 2015]
{Reweighted distributions of variables used for training the MLP for the year 2015. The black points represent \sWeight ed data in the \qsq region of \jpsi, the red points are $2\times 1D$ reweighted MC events of \BuToKstJpsi.}\label{fig:MLP_compare_2015}
\end{figure}

\begin{figure}[hbt!]
\centering
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2016/2016_KplusPi0Resolved_abs_pi_zero_resolved_ETA_DTF_K_plus_ETA_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2016/2016_KplusPi0Resolved_B_plus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2016/2016_KplusPi0Resolved_B_plus_NEW_ConePTasym_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2016/2016_KplusPi0Resolved_B_plus_DIRA_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2016/2016_KplusPi0Resolved_K_plus_PT_DTF_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2016/2016_KplusPi0Resolved_pi_zero_resolved_CL_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2016/2016_KplusPi0Resolved_mu_minus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2016/2016_KplusPi0Resolved_max_gamma1_PT_DTF_gamma2_PT_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
\captionof{figure}[Reweighted distributions of variables used for training the MLP for the year 2016]
{Reweighted distributions of variables used for training the MLP for the year 2016. The black points represent \sWeight ed data in the \qsq region of \jpsi, the red points are $2\times 1D$ reweighted MC events of \BuToKstJpsi.}\label{fig:MLP_compare_2016}
\end{figure}

\begin{figure}[hbt!]
\centering
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2017/2017_KplusPi0Resolved_abs_pi_zero_resolved_ETA_DTF_K_plus_ETA_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2017/2017_KplusPi0Resolved_B_plus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2017/2017_KplusPi0Resolved_B_plus_NEW_ConePTasym_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2017/2017_KplusPi0Resolved_B_plus_DIRA_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2017/2017_KplusPi0Resolved_K_plus_PT_DTF_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2017/2017_KplusPi0Resolved_pi_zero_resolved_CL_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2017/2017_KplusPi0Resolved_mu_minus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2017/2017_KplusPi0Resolved_max_gamma1_PT_DTF_gamma2_PT_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
\captionof{figure}[Reweighted distributions of variables used for training the MLP for the year 2017]
{Reweighted distributions of variables used for training the MLP for the year 2017. The black points represent \sWeight ed data in the \qsq region of \jpsi, the red points are $2\times 1D$ reweighted MC events of \BuToKstJpsi. As the data-taking conditions were very similar in 2016-2018, a sample of 2016 MC is used.}\label{fig:MLP_compare_2017}
\end{figure}

\begin{figure}[hbt!]
\centering
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2018/2018_KplusPi0Resolved_abs_pi_zero_resolved_ETA_DTF_K_plus_ETA_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2018/2018_KplusPi0Resolved_B_plus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2018/2018_KplusPi0Resolved_B_plus_NEW_ConePTasym_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2018/2018_KplusPi0Resolved_B_plus_DIRA_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2018/2018_KplusPi0Resolved_K_plus_PT_DTF_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2018/2018_KplusPi0Resolved_pi_zero_resolved_CL_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2018/2018_KplusPi0Resolved_mu_minus_IPCHI2_OWNPV_MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}
		\includegraphics[width=0.24\textwidth]{Data/CompareVariables/MLPonly/2018/2018_KplusPi0Resolved_max_gamma1_PT_DTF_gamma2_PT_DTF__MC_data_2D_weighted_nLongTracks_TM_rndGamma.eps}\\
\captionof{figure}[Reweighted distributions of variables used for training the MLP for the year 2018]
{Reweighted distributions of variables used for training the MLP for the year 2018. The black points represent \sWeight ed data in the \qsq region of \jpsi, the red points are $2\times 1D$ reweighted MC events of \BuToKstJpsi. As the data-taking conditions were very similar in 2016-2018, a sample of 2016 MC is used.}\label{fig:MLP_compare_2018}
\end{figure}