## 6 Results
\begin{table}
\begin{tabular}{c c c c c c c} \hline \hline
**Dataset** & **Evaluation Metric** & **FvQGA** & **FvQGA std** & **FbQGA** & **FbQGA std** & **SSD** \\ \hline \multirow{6}{*}{ Taiwan Bankruptcy} & F1 & 0.5598 & 2.17\% & **0.5886** & 1.17\% & **yes** \\ \cline{2-6}  & Precision & 0.539 & 1.23\% & **0.5663** & 1.32\% & **yes** \\ \cline{2-6}  & Recall & 0.5823 & 3.06\% & **0.6127** & 3.06\% & **yes** \\ \cline{2-6}  & Accuracy & 0.8761 & 3.20\% & **0.8961** & 4.50\% & no \\ \cline{2-6}  & Avg. No. of Selected Features & 33.20 & 27.07\% & **31.52** & 23.12\% & no \\ \cline{2-6}  & Running Time (s) & 31.9178 & 16.41\% & **33.1522** & 15.90\% & **yes** \\ \hline \multirow{6}{*}{ Musk} & F1 & 0.6392 & 7.48\% & **0.6965** & 5.48\% & **yes** \\ \cline{2-6}  & Precision & 0.6011 & 4.10\% & **0.654** & 4.15\% & **yes** \\ \cline{2-6}  & Recall & 0.6824 & 6.13\% & **0.745** & 6.13\% & **yes** \\ \cline{2-6}  & Accuracy & 0.6604 & 8.37\% & **0.712** & 6.37\% & no \\ \cline{2-6}  & Avg. No. of Selected Features & 28.9 & 18.11\% & **22.13** & 24.97\% & **yes** \\ \cline{2-6}  & Running Time (s) & **208.4605** & 2.95\% & 215.4651 & 15.83\% & no \\ \hline \multirow{6}{*}{ Parkinson’s Disease} & F1 & 0.6756 & 2.95\% & **0.6822** & 2.72\% & **yes** \\ \cline{2-6}  & Precision & 0.6672 & 2.61\% & **0.6872** & 2.34\% & **yes** \\ \cline{2-6}  & Recall & 0.685 & 2.89\% & **0.7031** & 2.61\% & **yes** \\ \cline{2-6}  & Accuracy & 0.723 & 2.44\% & **0.7731** & 2.74\% & **yes** \\ \cline{2-6}  & Avg. No. of Selected Features & 255.25 & 18.18\% & **236.91** & 25.24\% & **yes** \\ \cline{2-6}  & Running Time (s) & **77.1235** & 12.18\% & 80.1122 & 16.05\% & **yes** \\ \hline \multirow{6}{*}{ Backdoor} & F1 & **0.8523** & 4.55\% & 0.8422 & 1.94\% & no \\ \cline{2-6}  & Precision & **0.9305** & 4.02\% & 0.9205 & 5.10\% & no \\ \cline{2-6}  & Recall & **0.7862** & 4.10\% & 0.7762 & 2.08\% & no \\ \cline{2-6}  & Accuracy & **0.9547** & 2.57\% & 0.9423 & 2.20\% & no \\ \cline{2-6}  & Avg. No. of Selected Features & 24.10 & 5.05\% & **12.50** & 3.78\% & **yes** \\ \cline{2-6}  & Running Time (s) & 412.68 & 23.21\% & **212.35** & 23.96\% & **yes** \\ \hline \multirow{6}{*}{ Campaign} & F1 & 0.6611 & 3.08\% & **0.6934** & 1.96\% & **yes** \\ \cline{2-6}  & Precision & 0.6588 & 3.98\% & **0.6826** & 1.63\% & no \\ \cline{2-6}  & Recall & 0.6715 & 2.43\% & **0.7046** & 3.18\% & **yes** \\ \cline{2-6}  & Accuracy & 0.8340 & 2.90\% & **0.8733** & 1.20\% & no \\ \cline{2-6}  & Avg. No. of Selected Features & 15.90 & 3.73\% & **10.70** & 4.32\% & **yes** \\ \cline{2-6}  & Running Time (s) & **87.88** & 15.56\% & 92.83 & 16.06\% & no \\ \hline \hline \end{tabular}
\end{table} 
Table 6: Comparison of FvQGA and FbQGA (std: standard deviation; SSD: Significant Statistical Differences; the best performance is highlighted in “Bold”). \begin{table}
\begin{tabular}{c c c c c c c} \hline \hline
**Dataset** & **Evaluation Metric** & **GbQGA** & **GbQGA std** & **FbQGA** & **FbQGA std** & **SSD** \\ \hline \multirow{6}{*}{ Taiwan Bankruptcy} & F1 & 0.5684 & 2.13\% & **0.5886** & 1.17\% & **yes** \\ \cline{2-6}  & Precision & 0.549 & 1.33\% & **0.5663** & 1.32\% & **yes** \\ \cline{2-6}  & Recall & 0.5893 & 4.90\% & **0.6127** & 3.06\% & **yes** \\ \cline{2-6}  & Accuracy & 0.8811 & 3.15\% & **0.8961** & 4.50\% & no \\ \cline{2-6}  & Avg. No. of Selected Features & **31.1** & 24.07\% & 31.52 & 23.12\% & no \\ \cline{2-6}  & Running Time (s) & 32.9178 & 15.98\% & **33.1522** & 15.90\% & no \\ \hline \end{tabular}
\end{table} 
Table 7: Comparison of GbQGA and FbQGA (std: standard deviation; SSD: Significant Statistical Differences; the best performance is highlighted in “Bold”).