\begin{table}%t11 \caption {\label{t8}Summary of the performance of the SVM regression models for predicting the $z$.} %\centerline { \small \begin{tabular}{l c c c} \hline\hline Astrophysical parameter & mean(real-predicted)/mean(real) & sd(real-predicted)/mean(real) & SVs \\ \hline $z $ & --3.61e-5 & 0.070 & 2160 \\ \hline \end{tabular}} \par \medskip {\small \textsc{note.} The sample is for zero interstellar extinction ($A_{\rm v}$) and five random values of redshift in the range 0--0.2. The second and third columns list the mean and rms errors respectively. The final column gives the number of support vectors in the SVM model.} \end{table}