Prediction: \begin{tabular}{ccc}[NEWLINE] \toprule[NEWLINE] Network&\#Users&\#Edges&\#Posts&\#Anchors&\#SharedEdges\\[NEWLINE] \midrule[NEWLINE] Douban&9734&260467&10941957&2[4]{*}{9514}&2[4]{]{*}{55207}\\[NEWLINE] \midrule[NEWLINE] \multirow{1-4}{Weibo}&9514&196978&3799357&&&&&\\[NEWLINE] \bottomrule[NEWLINE] \end{tabular}[7end]{tabular}[7]{abs=45}\\[NEWLINE] \bottomrule[NEWLINE] \end{tabular}[7]{abs=25]{abs=25]{abs=25}{abs=25}{abs=25}{abs=25}{7}{\\[NEWLINE] \bottomrule[NEWLINE] \end{tabular}[7end]{tabular}[7]{abs=25]{abs=25]{abs=25}{\\[NEWLINE] \bottomrule[NEWLINE] \end{tabular}[7]{abs=25]{\sigma}[7]{\sigma}[7]{\sigma_529}{\\[NEWLINE] \bottomrule[NEWLINE] \end{tabular}[7]{\angstrom}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma_5}{\sigma}[7]{\sigma_5}{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma_5}{\sigma}[7]{\sigma}[7]{\sigma_5}{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma]{\sigma}[7]{\sigma}{\sigma}[7]{\sigma}[7]{\sigma}[7]{\sigma][7]{\sigma}[7]{\sigma}[7]{\sigma][7]{\sigma][7]{\sigma]{\sigma}[7]{\sigma}[7]{\sigma]{\sigma}[7]{\sigma}{\sigma}{\sigma}[\sigma]{\sigma}{\sigma}{\sigma}{\sigma}[7]{\sigma}{\sigma}{\sigma Answer: \begin{tabular}{cccccc}[NEWLINE]\toprule[NEWLINE]Network&\#Users&\#Edges&\#Posts&\#Anchors&\#SharedEdges\\[NEWLINE]\midrule[NEWLINE]Douban&9734&260467&10941957&\multirow{2}[4]{*}{9514}&\multirow{2}[4]{*}{55207}\\[NEWLINE]\cmidrule{1-4}Weibo&9514&196978&3799357&&\\[NEWLINE]\bottomrule[NEWLINE]\end{tabular} Normed ED: 0.7943037974683544 Prediction: \begin{tabular}{|c||}[NEWLINE] \hline[NEWLINE] \multicolumn{2}{|c|}{\hline[NEWLINE] \multicolumn{2}{|c|}{\textbf{BruteForceAlgorithm}}&BFA\\[NEWLINE] \hline[NEWLINE] \multicolumn{2}{|c|}{\textbf{greedyAlgorithm}}&GA\\[NEWLINE] \hline[NEWLINE] \multicolumn{2}{|c|}{\textbf{IntlinprogHeuristic}&IH\\[NEWLINE] \hline[NEWLINE] \multicolumn{2}{|c|}{HybridGreedyAlgorithm}&HGA\\[NEWLINE] \hline[NEWLINE] SimplexVRPAIgorithm&SVA\\[NEWLINE] \hline[NEWLINE] \end{tabular}{|c|}{\textbf{SimplexVRPAIgorithm}&SVA\\[NEWLINE] \hline[NEWLINE] \end{tabular}{|c|}{\textbf{ThereForeAlgorithm}&SVA\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{ThereForeAlgorithm}&SVA\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{4}{\textbf{Genevisual}&SVA\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{Theresolution}\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{Genevisual}&Swa\\[NEWLINE][NEWLINE] \end{tabular}{\textbf{Genera}&Swa\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{Genera}&Swa\\[NEWLINE] \end{tabular}{\textbf{Genera}&Swav\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{Geneva}&Swa\\[NEWLINE] \end{tabular}{\textbf{Genera}&Swa\\[NEWLINE] \end{tabular}{\textbf{Genera}&SVA\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{Genera}&Swa\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{Genera}&Swa\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{Geneva}&Swa\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{Genera}&Swa\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{SixVRPAIgorithm}&SVA\\[NEWLINE] \hline[NEWLINE] \end{tabular}{\textbf{4}{\textbf{6}|c|}{\textbf{SixA}&Swak\\textbf{\textbf{SixA}&SVA\\[NEWLINE] \hline[NEWLINE] \hline Answer: \begin{tabular}{|l|l|}[NEWLINE]\hline[NEWLINE]{\bfAlgorithmName}&{\bfAbbrevation}\\\hline[NEWLINE]BruteForceAlgorithm&BFA\\\hline[NEWLINE]GreedyAlgorithm&GA\\\hline[NEWLINE]IntlinprogHeuristic&IH\\\hline[NEWLINE]HybridGreedyAlgorithm&HGA\\\hline[NEWLINE]SimplexVRPAlgorithm&SVA\\\hline[NEWLINE]\end{tabular} Normed ED: 0.8335380835380836 Prediction: \begin{tabular}{|c|c|c|c|}[NEWLINE] \hline[NEWLINE] Cases&Time&Fuel&Time&Fuel&Time&Fuel&Time&Fuel&Time&Fuel\\[NEWLINE] \hline[NEWLINE] 3\_3&3,53&14,12&0.00&-&0.00&16,55&1,00&16,55&0.00&16,55\\[NEWLINE] 3\_2&3,36&17,18&0.00&17,18&0.00&17,18&1,00&17,18&0.00&17,18\\[NEWLINE] 3\_3&3,31&15,84&0.00&22,78&0,00&22,78&1,00&15,84&0,00&15,84\\[NEWLINE] 3\_4&3,46&13,28&0.00&-&0.00&27,06&1,00&13,28&0,00&13,28\\[NEWLINE] 3\_5&3,44&16,11&0.00&-&0.00&16,11&1,00&16,11&0.00&16,11\\[NEWLINE] \hline[NEWLINE] \end{tabular}{end{tabular}{end{tabular}{end{tabular}{nd}\end{tabular}{nd}\end{tabular}{nd}\end{tabular}{nd}\end{tabular}{nd}{rd}{nd}\\[NEWLINE] \hline[NEWLINE] \end{tabular}{end{tabular}{nd}{\end{tabular}{nd}{\second{tabular}{nd}{\second{tabular}{\second{tabular}{\second{tabular}{\second{tabular}{\second}{\second{tabular}{\second{tabular}{\second{tabular}{\second{tabular}{\second{tabular}{\second{tabular}{\second{tabular}{\second{tabular}{\second{tabular}{\second}{\second{tabular}{\second{tabular}{\second{tabular}{\second{tabular}{\second{\tabular}{\second{tabular}{\second{tabular}{\second{tabular}{\second{\second}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\secondBlocation}{\ Answer: \begin{tabular}{|l|l|l|l|l|l|l|l|l|l|l|}[NEWLINE]\hline[NEWLINE]{\bf}&\multicolumn{2}{l|}{{\bfBFA}}&\multicolumn{2}{l|}{{\bfGA}}&\multicolumn{2}{l|}{{\bfIH}}&\multicolumn{2}{l|}{{\bfHGA}}&\multicolumn{2}{l|}{{\bfSVA}}\\\hline[NEWLINE]Cases&Time&Fuel&Time&Fuel&Time&Fuel&Time&Fuel&Time&Fuel\\\hline[NEWLINE]3\_1&3,53&14,12&0,00&\multicolumn{1}{c|}{-}&0,00&16,55&1,00&16,55&0,00&16,55\\\hline[NEWLINE]3\_2&3,36&17,18&0,00&17,18&0,00&17,18&1,00&17,18&0,00&17,18\\\hline[NEWLINE]3\_3&3,31&15,84&0,00&22,78&0,00&22,78&1,00&15,84&0,00&15,84\\\hline[NEWLINE]3\_4&3,46&13,28&0,00&\multicolumn{1}{c|}{-}&0,00&27,06&1,01&13,28&0,00&13,28\\\hline[NEWLINE]3\_5&3,44&16,11&0,00&\multicolumn{1}{c|}{-}&0,00&16,11&1,00&16,11&0,00&16,11\\\hline[NEWLINE]\end{tabular} Normed ED: 0.8498694516971279 Prediction: \begin{tabular}{|c|c|c|c|}[NEWLINE] \hline[NEWLINE] &&&\multicolumn{2}{|c|}{\textbf{Clases}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}&\multicolumn{2}{|c|}{\textbf{Time}&\multicolumn{2}{|c|}{\textbf{Fuel}{c|}{\textbf{Time}&\multicolumn{2}{ Answer: \begin{tabular}{|l|l|l|l|l|l|l|l|l|l|l|}[NEWLINE]\hline[NEWLINE]{\bf}&\multicolumn{2}{l|}{{\bfBFA}}&\multicolumn{2}{l|}{{\bfGA}}&\multicolumn{2}{l|}{{\bfIH}}&\multicolumn{2}{l|}{{\bfHGA}}&\multicolumn{2}{l|}{{\bfSVA}}\\\hline[NEWLINE]Cases&Time&Fuel&Time&Fuel&Time&Fuel&Time&Fuel&Time&Fuel\\\hline[NEWLINE]5\_1&288,55&16,07&0,00&30,06&0,00&24,63&5,38&\multicolumn{1}{c|}{-}&0,00&24,63\\\hline[NEWLINE]5\_2&285,36&20,18&0,00&20,18&0,00&20,18&5,36&20,18&0,00&20,18\\\hline[NEWLINE]5\_3&295,50&18,84&0,00&25,78&0,00&25,78&5,45&18,84&0,00&25,78\\\hline[NEWLINE]5\_4&290,00&18,88&0,00&30,06&0,00&31,87&5,40&20,52&0,00&31,87\\\hline[NEWLINE]5\_5&287,46&18,84&0,00&30,02&0,00&18,84&5,39&18,84&0,00&18,84\\\hline[NEWLINE]\end{tabular} Normed ED: 0.769742310889443 Prediction: \begin{tabular}{llll}[NEWLINE] \hline[NEWLINE] Model&TrainRMSE&ValRMSE&TestRMSE&ClarityLos\\[NEWLINE] \hline[NEWLINE] %$GBoost$&0.135$\pm$0.103$&1.30$\pm$0.046[NEWLINE] 1.63$\pm$0.013$&-\\[NEWLINE] \hline[NEWLINE] RF&1.50$\pm$0.019&1.40$\pm$0.060&1.22$\pm$0.043$&-\\[NEWLINE] MLP&2.320$\pm$0.076&2.372$\pm$0.119&2.615$\pm$0.057&-\\[NEWLINE] GLM&3.062$\pm$0.039&3.123$\pm$0.094&3.103$\pm$0.065&-\\[NEWLINE] pyGAM&2.253$\pm$0.025&2.459$\pm$0.057&2.450$\pm$0.046&-\\[NEWLINE] EBM&1.155$\pm$0.157&1.211$\pm$0.165&1,799$\pm$0.132&0.0007$\pm$0.0001\\[NEWLINE] \hline[NEWLINE] \textbf{G}\mathcal{A}\\\hline[NEWLINE] %$\lambda$G_{\mathrm{A}}_$G_{\mathrm{A}}_$G_{\mathrm{A}}_$G_{\mathrm{A}}_}$G_{\mathrm{A}}_$G_{\mathrm{A}}_$G_{\mathrm{A}}_}$G_{\mathrm{A}}_}$G_{\mathrm{A}}_{\mathrm{A}}_}$\pm$0.023$&1.44$\pm$0.019&0.0003$\pm$0.0001$\\[NEWLINE] \hline[NEWLINE] %$\lambda$G_{\mathrm{A}}_$G_{\mathrmA}}_$G_{\mathrmA}}_$G_{\mathrmA}}_$G_{\mathrmA}}_$G_{\mathrmA}}_$G_{\mathrmA}}_$0.966$\pm$0.013&0.059$\pm$0.021&0.056$\pm$0.024&0.0006$\pm$0.0004$\\[NEWLINE] \hline[NEWLINE] $\lambda$=10^{-3}$&0.959$\pm$0.016&0.069$\pm$0.020&0.058$\pm$0.018&0.0024$\pm$0.0013$\\[NEWLINE][NEWLINE] $\lambda=10^{-4}$&0.967$\pm$0.019&0.079$\pm$0.025&0.072$\pm$0.031&0.0037$\pm$0.0025\\[NEWLINE] \hline[NEWLINE] NoHered Answer: \begin{tabular}{c|c|cccc}[NEWLINE]\hline[NEWLINE]\multicolumn{2}{c|}{Model}&TrainRMSE&ValRMSE&TestRMSE&ClarityLoss\\\hline[NEWLINE]\multicolumn{2}{c|}{XGBoost}&0.135$\pm$0.103&1.630$\pm$0.046&1.634$\pm$0.013&-\\[NEWLINE]\multicolumn{2}{c|}{RF}&1.500$\pm$0.019&1.840$\pm$0.060&1.822$\pm$0.043&-\\[NEWLINE]\multicolumn{2}{c|}{MLP}&2.320$\pm$0.076&2.372$\pm$0.119&2.615$\pm$0.057&-\\[NEWLINE]\multicolumn{2}{c|}{GLM}&3.062$\pm$0.039&3.123$\pm$0.094&3.103$\pm$0.065&-\\[NEWLINE]\multicolumn{2}{c|}{pyGAM}&2.253$\pm$0.025&2.459$\pm$0.057&2.450$\pm$0.046&-\\[NEWLINE]\multicolumn{2}{c|}{EBM}&1.155$\pm$0.157&1.211$\pm$0.165&1.799$\pm$0.132&0.0007$\pm$0.0001\\\hline[NEWLINE]\multirow{6}{*}{\shortstack{G\\A\\M\\I\\N\\E\\T}}&$\lambda=10^{0}$&0.999$\pm$0.012&1.053$\pm$0.023&1.044$\pm$0.019&0.0003$\pm$0.0001\\[NEWLINE]&$\lambda=10^{-1}$&0.970$\pm$0.011&1.061$\pm$0.029&1.058$\pm$0.027&0.0002$\pm$0.0001\\[NEWLINE]&$\lambda=10^{-2}$&0.966$\pm$0.013&1.059$\pm$0.021&1.056$\pm$0.024&0.0006$\pm$0.0004\\[NEWLINE]&$\lambda=10^{-3}$&0.959$\pm$0.016&1.069$\pm$0.020&1.058$\pm$0.018&0.0024$\pm$0.0013\\[NEWLINE]&$\lambda=10^{-4}$&0.967$\pm$0.019&1.079$\pm$0.025&1.072$\pm$0.031&0.0037$\pm$0.0025\\\cline{2-6}[NEWLINE]&\tabincell{c}{NoHeredity\\$\lambda=10^{0}$}&1.008$\pm$0.010&1.054$\pm$0.019&1.045$\pm$0.022&0.0002$\pm$0.0001\\\hline\hline[NEWLINE]\end{tabular} Normed ED: 0.46735905044510384 Prediction: \begin{tabular}{c|ccc}[NEWLINE] \hline[NEWLINE] Model&TrainAUC&ValAUC&TestAUC&ClarityLos\\[NEWLINE] \hline[NEWLINE] %GBOst&97.38$\pm$0.09&93.24$\pm$0.52&93.01$\pm$0.26&-\\%GBOmegaL/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L/L Answer: \begin{tabular}{c|c|cccc}[NEWLINE]\hline[NEWLINE]\multicolumn{2}{c|}{Model}&TrainAUC&ValAUC&TestAUC&ClarityLoss\\\hline[NEWLINE]\multicolumn{2}{c|}{XGBoost}&97.38$\pm$0.09&93.24$\pm$0.52&93.01$\pm$0.26&-\\[NEWLINE]\multicolumn{2}{c|}{RF}&93.59$\pm$0.10&92.01$\pm$0.62&91.98$\pm$0.35&-\\[NEWLINE]\multicolumn{2}{c|}{MLP}&93.15$\pm$0.65&93.12$\pm$0.90&92.29$\pm$0.41&-\\\multicolumn{2}{c|}{GLM}&90.81$\pm$0.21&90.77$\pm$0.47&90.60$\pm$0.30&-\\[NEWLINE]\multicolumn{2}{c|}{pyGAM}&91.90$\pm$0.17&91.68$\pm$0.39&91.53$\pm$0.36&-\\[NEWLINE]\multicolumn{2}{c|}{EBM}&94.59$\pm$0.16&94.63$\pm$0.40&93.16$\pm$0.31&1.0228$\pm$0.0755\\\hline[NEWLINE]\multirow{10}{*}{\shortstack{G\\A\\M\\I\\N\\E\\T}}&$\lambda=10^{0}$&92.15$\pm$0.42&92.08$\pm$0.46&91.85$\pm$0.42&0.0015$\pm$0.0016\\[NEWLINE]&$\lambda=8\times10^{-1}$&92.38$\pm$0.43&92.30$\pm$0.42&92.09$\pm$0.40&0.0018$\pm$0.0022\\[NEWLINE]&$\lambda=6\times10^{-1}$&92.74$\pm$0.17&92.67$\pm$0.44&92.42$\pm$0.30&0.0038$\pm$0.0022\\[NEWLINE]&$\lambda=4\times10^{-1}$&93.01$\pm$0.17&92.91$\pm$0.48&92.65$\pm$0.36&0.0052$\pm$0.0038\\[NEWLINE]&$\lambda=2\times10^{-1}$&93.46$\pm$0.23&93.25$\pm$0.44&93.04$\pm$0.31&0.0112$\pm$0.0044\\[NEWLINE]&$\lambda=10^{-1}$&93.94$\pm$0.23&93.52$\pm$0.41&93.33$\pm$0.39&0.0284$\pm$0.0138\\[NEWLINE]&$\lambda=10^{-2}$&94.22$\pm$0.20&93.53$\pm$0.38&93.38$\pm$0.33&0.0737$\pm$0.0255\\[NEWLINE]&$\lambda=10^{-3}$&94.25$\pm$0.15&93.54$\pm$0.40&93.36$\pm$0.32&0.3733$\pm$0.0785\\[NEWLINE]&$\lambda=10^{-4}$&94.19$\pm$0.26&93.52$\pm$0.42&93.34$\pm$0.30&1.5088$\pm$0.2752\\[NEWLINE]\cline{2-6}[NEWLINE]&\tabincell{c}{NoHeredity\\$\lambda=10^{-1}$}&93.94$\pm$0.23&93.51$\pm$0.41&93.33$\pm$0.40&0.0305$\pm$0.0166\\\hline\hline[NEWLINE]\end{tabular} Normed ED: 0.90099589923843