]>

Table 2: HomoSAR models with the statistical data.

Sr. no. HomoSAR models $n$ No. of terms PRESS $r^2$ $r_{\text{CV}}^2$ (LOO) $r_{\text{CV}}^2$ (LGO) BS$r^2$ $r_{\text{random}}^2$ $r_{\text{pred}}^2$ (1) $\begin{array}{c}{\text{pIC}}_{50}=6.83+1.88*S_{{[\text{ISA}]}_{78}}^{\text{AB}}-2.18*S_{{[\text{HS}]}_{89}}^{\text{AB}}\\ \hspace{1em}\hspace{1em}\hspace{1em}+0.90*S_{{[\text{TDM}]}_{678}}^{\text{AB}}-0.615683*S_{{[\text{ECI}]}_5}^{\text{AB}}\\ \hspace{1em}\hspace{1em}\hspace{1em}+1.85*S_{{[\text{HS}]}_{23}}^{\text{AB}}-0.42*S_{{[\text{TLM}]}_{12}}^{\text{AB}}\end{array}$ 87 7 15.37 0.80 0.75 0.79 0.78 0.31 0.42 (2) $\begin{array}{c}{\text{pIC}}_{50}=4.41+0.24*{DS}_{[\text{HS}]}^{\text{AB}}+1.91*S_{{[\text{TDM}]}_{9[+1][+2]}}^{\text{AB}}\\ \hspace{1em}\hspace{1em}\hspace{1em}+1.20*S_{{[\text{HS}]}_{23}}^{\text{AB}}-2.36*S_{{[\text{HS}]}_{89}}^{\text{AB}}+1.44*S_{{[\text{ISA}]}_{78}}^{\text{AB}}\\ \hspace{1em}\hspace{1em}\hspace{1em}+0.72*S_{{[\text{TDM}]}_{678}}^{\text{AB}}-0.63*S_{{[\text{ECI}]}_5}^{\text{AB}}\end{array}$ 87 8 14.49 0.83 0.70 0.83 0.82 0.34 0.62 (3) $\begin{array}{c}4.94-2.55*S_{{[\text{HS}]}_{89}}^{\text{AB}}+1.49*S_{{[\text{HS}]}_{23}}^{\text{AB}}+0.59*S_{{[\text{TDM}]}_{678}}^{\text{AB}}\\ \hspace{1em}\hspace{1em}+1.61*S_{{[\text{ISA}]}_{789}}^{\text{AB}}+0.17*{DS}_{[\text{HS}]}^{\text{AB}}+1.83*S_{{[\text{TLM}]}_{9[+1][+2]}}^{\text{AB}}\\ \hspace{1em}\hspace{1em}-0.73*S_{{[\text{ECI}]}_5}^{\text{AB}}+0.47*S_{{[\text{TDM}]}_7}^{\text{AB}}\end{array}$ 87 9 13.62 0.85 0.77 0.79 0.81 0.36 0.67 (4) $\begin{array}{c}4.93-2.43*S_{{[\text{HS}]}_{89}}^{\text{AB}}-0.67*S_{{[\text{ECI}]}_5}^{\text{AB}}+0.77*S_{{[\text{TDM}]}_{678}}^{\text{AB}}\\ \hspace{1em}\hspace{1em}+1.49*S_{{[\text{HS}]}_{23}}^{\text{AB}}+0.20*{DS}_{[\text{HS}]}^{\text{AB}}+1.93*S_{{[\text{TLM}]}_{9[+1][+2]}}^{\text{AB}}\\ \hspace{1em}\hspace{1em}+0.31*S_{{[\text{MR}]}_{[-1]12}}^{\text{AB}}+1.59*S_{{[\text{ISA}]}_{78}}^{\text{AB}}-0.23*S_{{[\text{TLM}]}_1}^{\text{AB}}\end{array}$ 87 10 13.44 0.86 0.77 0.73 0.84 0.07 0.67 (5) $\begin{array}{c}4.63+1.04*S_{{[\text{TLM}]}_{9[+1][+2]}}^{\text{AB}}+1.75*S_{{[\text{ISA}]}_{789}}^{\text{AB}}\\ \hspace{1em}\hspace{1em}-0.45*S_{{[\text{ECI}]}_{456}}^{\text{AB}}-0.35*S_{{[\text{TDM}]}_5}^{\text{AB}}-2.39*S_{{[\text{HS}]}_{89}}^{\text{AB}}\\ \hspace{1em}\hspace{1em}-0.31*S_{{[{}^v\text{RCI}]}_{123}}^{\text{AB}}+0.22*D{S}_{[\text{HS}]}^{\text{AB}}+0.73*S_{{[\text{TDM}]}_{678}}^{\text{AB}}\\ \hspace{1em}\hspace{1em}+1.51*S_{{[\text{HS}]}_{234}}^{\text{AB}}+0.80*S_{{[\text{MR}]}_{9[+1][+2]}}^{\text{AB}}\end{array}$ 87 11 12.78 0.85 0.79 0.83 0.84 0.31 0.67