\begin{table}[htbp]
\centering
\caption{Ml Comparison}
\label{tab:ml_comparison}
\begin{tabular}{lcccc}
\toprule
 & Model & R2 & RMSE & MAE & MAPE \\
\midrule
0 & XGBoost & 0.2850 & 1.1595 & 0.8405 & 14.2743 \\
1 & CatBoost & 0.2576 & 1.1815 & 0.8619 & 14.6303 \\
2 & LightGBM & 0.2439 & 1.1923 & 0.8735 & 14.8449 \\
3 & RandomForest & 0.2426 & 1.1934 & 0.8843 & 14.9984 \\
4 & GradientBoosting & 0.2384 & 1.1967 & 0.8702 & 14.8980 \\
5 & GAM & 0.1950 & 1.2303 & 0.9646 & 16.5273 \\
6 & ElasticNet & 0.1312 & 1.2781 & 0.9963 & 17.1460 \\
\bottomrule
\end{tabular}
\par\smallskip\footnotesize
\textit{Note:} $^{***}p<0.001$, $^{**}p<0.01$, $^{*}p<0.05$.
\end{table}