\clearpage
\begin{table}[htbp]
\begin{center}
\scriptsize{
\begin{tabular}{|r|r|r|r|r|r|r|r|r|}
\hline
Method&Ties&Wins&Losses&Win-Loss&MMRE&MedMRE&Pred30&R\\
\hline
Cocomin&2376&10&1&9&44.19&30.35&0.46&0.880\\
Cocomin\_Boost:10\_Subsample:0.15&2387&0&0&0&47.09&33.78&0.43&0.833\\
Cocomin\_Boost:10\_Subsample:0.20&2379&8&0&8&44.71&32.02&0.45&0.830\\
Cocomin\_Boost:10\_Subsample:0.25&2377&10&0&10&43.81&30.67&0.45&0.853\\
Cocomin\_Boost:10\_Subsample:0.30&2377&10&0&10&43.86&33.26&0.46&0.836\\
Cocomin\_Boost:10\_Subsample:0.35&2377&10&0&10&43.54&30.97&0.46&0.859\\
Cocomin\_Boost:10\_Subsample:0.40&2377&10&0&10&43.54&29.52&0.49&0.871\\
Cocomin\_Boost:10\_Subsample:0.45&2376&10&1&9&44.36&31.22&0.47&0.870\\
Cocomin\_Boost:10\_Subsample:0.50&2375&10&2&8&43.70&31.13&0.47&0.867\\
Cocomin\_Boost:10\_Subsample:0.55&2373&10&4&6&43.73&30.91&0.46&0.873\\
Cocomin\_Boost:10\_Subsample:0.60&2367&10&10&0&44.83&32.02&0.45&0.869\\
Cocomin\_Boost:10\_Subsample:0.65&2372&10&5&5&44.64&31.88&0.44&0.878\\
Cocomin\_Boost:10\_Subsample:0.70&2371&10&6&4&44.56&31.80&0.44&0.878\\
Cocomin\_Boost:10\_Subsample:0.75&2373&10&4&6&44.53&31.05&0.46&0.874\\
Cocomin\_Boost:10\_Subsample:0.80&2375&10&2&8&44.51&31.45&0.45&0.875\\
Cocomin\_Boost:10\_Subsample:0.85&2366&10&11&-1&44.82&31.92&0.44&0.877\\
Cocomin\_Boost:10\_Subsample:0.90&2371&10&6&4&44.32&30.77&0.46&0.878\\
Cocomin\_Boost:10\_Subsample:0.95&2375&10&2&8&44.01&30.39&0.46&0.885\\
Cocomin\_Boost:15\_Subsample:0.15&2385&2&0&2&47.95&35.01&0.43&0.830\\
Cocomin\_Boost:15\_Subsample:0.20&2379&8&0&8&45.30&32.41&0.46&0.829\\
Cocomin\_Boost:15\_Subsample:0.25&2377&10&0&10&45.21&31.28&0.47&0.852\\
Cocomin\_Boost:15\_Subsample:0.30&2376&10&1&9&44.96&33.92&0.45&0.829\\
Cocomin\_Boost:15\_Subsample:0.35&2377&10&0&10&43.86&31.37&0.46&0.852\\
Cocomin\_Boost:15\_Subsample:0.40&2377&10&0&10&43.53&30.21&0.48&0.857\\
Cocomin\_Boost:15\_Subsample:0.45&2377&10&0&10&44.43&31.77&0.47&0.870\\
Cocomin\_Boost:15\_Subsample:0.50&2375&10&2&8&43.66&32.06&0.46&0.865\\
Cocomin\_Boost:15\_Subsample:0.55&2373&10&4&6&43.51&30.70&0.47&0.866\\
Cocomin\_Boost:15\_Subsample:0.60&2366&10&11&-1&44.84&31.68&0.44&0.865\\
Cocomin\_Boost:15\_Subsample:0.65&2368&10&9&1&44.65&31.58&0.43&0.877\\
Cocomin\_Boost:15\_Subsample:0.70&2371&10&6&4&44.61&31.85&0.44&0.875\\
Cocomin\_Boost:15\_Subsample:0.75&2374&10&3&7&44.55&31.06&0.45&0.873\\
Cocomin\_Boost:15\_Subsample:0.80&2375&10&2&8&44.51&31.48&0.45&0.873\\
Cocomin\_Boost:15\_Subsample:0.85&2366&10&11&-1&44.84&31.98&0.45&0.876\\
Cocomin\_Boost:15\_Subsample:0.90&2372&10&5&5&44.33&30.77&0.45&0.877\\
Cocomin\_Boost:15\_Subsample:0.95&2375&10&2&8&43.98&30.37&0.46&0.884\\
Cocomin\_Boost:20\_Subsample:0.15&2387&0&0&0&48.04&35.75&0.41&0.832\\
Cocomin\_Boost:20\_Subsample:0.20&2379&8&0&8&45.24&32.84&0.45&0.824\\
Cocomin\_Boost:20\_Subsample:0.25&2377&10&0&10&44.85&31.53&0.46&0.852\\
Cocomin\_Boost:20\_Subsample:0.30&2376&10&1&9&44.87&34.08&0.46&0.824\\
Cocomin\_Boost:20\_Subsample:0.35&2377&10&0&10&44.07&31.36&0.46&0.855\\
Cocomin\_Boost:20\_Subsample:0.40&2377&10&0&10&43.62&30.51&0.49&0.865\\
Cocomin\_Boost:20\_Subsample:0.45&2377&10&0&10&44.42&31.84&0.47&0.870\\
Cocomin\_Boost:20\_Subsample:0.50&2375&10&2&8&43.68&31.97&0.46&0.864\\
Cocomin\_Boost:20\_Subsample:0.55&2373&10&4&6&43.57&30.70&0.46&0.873\\
Cocomin\_Boost:20\_Subsample:0.60&2366&10&11&-1&44.97&32.14&0.44&0.869\\
Cocomin\_Boost:20\_Subsample:0.65&2371&10&6&4&44.65&31.63&0.43&0.878\\
Cocomin\_Boost:20\_Subsample:0.70&2371&10&6&4&44.60&31.84&0.44&0.877\\
Cocomin\_Boost:20\_Subsample:0.75&2373&10&4&6&44.57&31.06&0.45&0.874\\
Cocomin\_Boost:20\_Subsample:0.80&2375&10&2&8&44.50&31.50&0.45&0.874\\
Cocomin\_Boost:20\_Subsample:0.85&2366&10&11&-1&44.86&31.97&0.44&0.877\\
Cocomin\_Boost:20\_Subsample:0.90&2371&10&6&4&44.33&30.77&0.45&0.878\\
Cocomin\_Boost:20\_Subsample:0.95&2375&10&2&8&43.99&30.39&0.46&0.885\\
Cocomin\_Boost:25\_Subsample:0.15&2387&0&0&0&48.22&34.82&0.43&0.833\\
Cocomin\_Boost:25\_Subsample:0.20&2379&8&0&8&45.59&31.67&0.46&0.825\\
Cocomin\_Boost:25\_Subsample:0.25&2377&10&0&10&45.26&31.69&0.47&0.853\\
Cocomin\_Boost:25\_Subsample:0.30&2376&10&1&9&45.40&34.39&0.46&0.825\\
Cocomin\_Boost:25\_Subsample:0.35&2377&10&0&10&44.11&31.28&0.46&0.848\\
Cocomin\_Boost:25\_Subsample:0.40&2377&10&0&10&43.60&30.47&0.48&0.862\\
Cocomin\_Boost:25\_Subsample:0.45&2377&10&0&10&44.45&31.87&0.48&0.870\\
Cocomin\_Boost:25\_Subsample:0.50&2375&10&2&8&43.67&32.20&0.45&0.866\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Coc81-Datasets (pg 1 of 6)}\label{Results-Boosting-Subsampling-Coc81-Datasets-1}
\end{table}

\clearpage
\begin{table}[htbp]
\begin{center}
\scriptsize{
\begin{tabular}{|r|r|r|r|r|r|r|r|r|}
\hline
Method&Ties&Wins&Losses&Win-Loss&MMRE&MedMRE&Pred30&R\\
\hline
Cocomin\_Boost:25\_Subsample:0.55&2373&10&4&6&43.51&30.67&0.46&0.877\\
Cocomin\_Boost:25\_Subsample:0.60&2366&10&11&-1&44.95&32.06&0.44&0.870\\
Cocomin\_Boost:25\_Subsample:0.65&2368&10&9&1&44.65&31.58&0.43&0.879\\
Cocomin\_Boost:25\_Subsample:0.70&2371&10&6&4&44.62&31.85&0.44&0.878\\
Cocomin\_Boost:25\_Subsample:0.75&2374&10&3&7&44.58&31.09&0.45&0.874\\
Cocomin\_Boost:25\_Subsample:0.80&2375&10&2&8&44.50&31.52&0.45&0.874\\
Cocomin\_Boost:25\_Subsample:0.85&2366&10&11&-1&44.85&31.99&0.44&0.878\\
Cocomin\_Boost:25\_Subsample:0.90&2371&10&6&4&44.34&30.77&0.45&0.879\\
Cocomin\_Boost:25\_Subsample:0.95&2375&10&2&8&44.00&30.38&0.46&0.885\\
Cocomin\_Boost:30\_Subsample:0.15&2387&0&0&0&48.27&35.30&0.42&0.833\\
Cocomin\_Boost:30\_Subsample:0.20&2379&8&0&8&45.52&32.04&0.45&0.820\\
Cocomin\_Boost:30\_Subsample:0.25&2377&10&0&10&45.10&31.72&0.46&0.853\\
Cocomin\_Boost:30\_Subsample:0.30&2376&10&1&9&45.26&34.16&0.45&0.822\\
Cocomin\_Boost:30\_Subsample:0.35&2377&10&0&10&44.20&31.61&0.46&0.854\\
Cocomin\_Boost:30\_Subsample:0.40&2377&10&0&10&43.62&30.47&0.48&0.863\\
Cocomin\_Boost:30\_Subsample:0.45&2376&10&1&9&44.44&31.90&0.47&0.870\\
Cocomin\_Boost:30\_Subsample:0.50&2375&10&2&8&43.67&32.34&0.45&0.864\\
Cocomin\_Boost:30\_Subsample:0.55&2373&10&4&6&43.56&30.73&0.45&0.876\\
Cocomin\_Boost:30\_Subsample:0.60&2366&10&11&-1&45.03&32.31&0.44&0.868\\
Cocomin\_Boost:30\_Subsample:0.65&2369&10&8&2&44.66&31.51&0.43&0.879\\
Cocomin\_Boost:30\_Subsample:0.70&2371&10&6&4&44.62&31.83&0.44&0.877\\
Cocomin\_Boost:30\_Subsample:0.75&2373&10&4&6&44.58&31.10&0.45&0.874\\
Cocomin\_Boost:30\_Subsample:0.80&2375&10&2&8&44.51&31.54&0.45&0.874\\
Cocomin\_Boost:30\_Subsample:0.85&2366&10&11&-1&44.87&31.98&0.44&0.876\\
Cocomin\_Boost:30\_Subsample:0.90&2371&10&6&4&44.34&30.77&0.45&0.877\\
Cocomin\_Boost:30\_Subsample:0.95&2375&10&2&8&43.99&30.39&0.46&0.881\\
Cocomin\_Boost:35\_Subsample:0.15&2387&0&0&0&48.57&34.85&0.43&0.833\\
Cocomin\_Boost:35\_Subsample:0.20&2379&8&0&8&45.68&31.90&0.45&0.821\\
Cocomin\_Boost:35\_Subsample:0.25&2377&10&0&10&45.47&31.72&0.47&0.853\\
Cocomin\_Boost:35\_Subsample:0.30&2376&10&1&9&45.56&34.54&0.45&0.822\\
Cocomin\_Boost:35\_Subsample:0.35&2377&10&0&10&44.29&31.35&0.45&0.853\\
Cocomin\_Boost:35\_Subsample:0.40&2377&10&0&10&43.61&30.31&0.48&0.864\\
Cocomin\_Boost:35\_Subsample:0.45&2376&10&1&9&44.43&31.87&0.48&0.870\\
Cocomin\_Boost:35\_Subsample:0.50&2375&10&2&8&43.66&32.20&0.45&0.865\\
Cocomin\_Boost:35\_Subsample:0.55&2371&10&6&4&43.50&30.69&0.46&0.866\\
Cocomin\_Boost:35\_Subsample:0.60&2366&10&11&-1&45.01&32.22&0.44&0.864\\
Cocomin\_Boost:35\_Subsample:0.65&2368&10&9&1&44.66&31.56&0.43&0.877\\
Cocomin\_Boost:35\_Subsample:0.70&2371&10&6&4&44.63&31.85&0.44&0.875\\
Cocomin\_Boost:35\_Subsample:0.75&2374&10&3&7&44.58&31.12&0.45&0.872\\
Cocomin\_Boost:35\_Subsample:0.80&2376&10&1&9&44.50&31.55&0.45&0.873\\
Cocomin\_Boost:35\_Subsample:0.85&2366&10&11&-1&44.87&31.99&0.44&0.876\\
Cocomin\_Boost:35\_Subsample:0.90&2371&10&6&4&44.34&30.77&0.45&0.876\\
Cocomin\_Boost:35\_Subsample:0.95&2375&10&2&8&43.99&30.38&0.46&0.884\\
Cocomin\_Boost:40\_Subsample:0.15&2387&0&0&0&48.55&34.91&0.41&0.833\\
Cocomin\_Boost:40\_Subsample:0.20&2379&8&0&8&45.60&32.42&0.45&0.819\\
Cocomin\_Boost:40\_Subsample:0.25&2377&10&0&10&45.24&31.66&0.46&0.852\\
Cocomin\_Boost:40\_Subsample:0.30&2376&10&1&9&45.45&34.29&0.44&0.822\\
Cocomin\_Boost:40\_Subsample:0.35&2377&10&0&10&44.36&31.54&0.46&0.848\\
Cocomin\_Boost:40\_Subsample:0.40&2377&10&0&10&43.64&30.44&0.48&0.864\\
Cocomin\_Boost:40\_Subsample:0.45&2376&10&1&9&44.42&31.91&0.47&0.867\\
Cocomin\_Boost:40\_Subsample:0.50&2375&10&2&8&43.66&32.29&0.45&0.865\\
Cocomin\_Boost:40\_Subsample:0.55&2372&10&5&5&43.53&30.73&0.45&0.875\\
Cocomin\_Boost:40\_Subsample:0.60&2366&10&11&-1&45.06&32.38&0.44&0.870\\
Cocomin\_Boost:40\_Subsample:0.65&2369&10&8&2&44.65&31.51&0.43&0.878\\
Cocomin\_Boost:40\_Subsample:0.70&2371&10&6&4&44.62&31.85&0.44&0.873\\
Cocomin\_Boost:40\_Subsample:0.75&2373&10&4&6&44.59&31.13&0.45&0.873\\
Cocomin\_Boost:40\_Subsample:0.80&2375&10&2&8&44.50&31.56&0.45&0.874\\
Cocomin\_Boost:40\_Subsample:0.85&2366&10&11&-1&44.87&31.99&0.44&0.877\\
Cocomin\_Boost:40\_Subsample:0.90&2371&10&6&4&44.34&30.77&0.45&0.878\\
Cocomin\_Boost:40\_Subsample:0.95&2375&10&2&8&44.00&30.39&0.46&0.885\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Coc81-Datasets (pg 2 of 6)}\label{Results-Boosting-Subsampling-Coc81-Datasets-2}
\end{table}

\clearpage
\begin{table}[htbp]
\begin{center}
\scriptsize{
\begin{tabular}{|r|r|r|r|r|r|r|r|r|}
\hline
Method&Ties&Wins&Losses&Win-Loss&MMRE&MedMRE&Pred30&R\\
\hline
Cocomin\_Boost:45\_Subsample:0.15&2387&0&0&0&48.63&34.50&0.43&0.837\\
Cocomin\_Boost:45\_Subsample:0.20&2379&8&0&8&45.79&32.04&0.45&0.820\\
Cocomin\_Boost:45\_Subsample:0.25&2377&10&0&10&45.58&31.94&0.47&0.852\\
Cocomin\_Boost:45\_Subsample:0.30&2375&10&2&8&45.71&34.56&0.45&0.820\\
Cocomin\_Boost:45\_Subsample:0.35&2377&10&0&10&44.36&31.60&0.45&0.851\\
Cocomin\_Boost:45\_Subsample:0.40&2377&10&0&10&43.62&30.31&0.48&0.863\\
Cocomin\_Boost:45\_Subsample:0.45&2376&10&1&9&44.44&31.88&0.47&0.870\\
Cocomin\_Boost:45\_Subsample:0.50&2375&10&2&8&43.67&32.24&0.45&0.864\\
Cocomin\_Boost:45\_Subsample:0.55&2371&10&6&4&43.49&30.70&0.45&0.866\\
Cocomin\_Boost:45\_Subsample:0.60&2366&10&11&-1&45.04&32.30&0.44&0.864\\
Cocomin\_Boost:45\_Subsample:0.65&2368&10&9&1&44.66&31.53&0.43&0.877\\
Cocomin\_Boost:45\_Subsample:0.70&2371&10&6&4&44.63&31.85&0.44&0.875\\
Cocomin\_Boost:45\_Subsample:0.75&2374&10&3&7&44.59&31.14&0.45&0.872\\
Cocomin\_Boost:45\_Subsample:0.80&2375&10&2&8&44.50&31.57&0.45&0.873\\
Cocomin\_Boost:45\_Subsample:0.85&2366&10&11&-1&44.87&32.00&0.44&0.876\\
Cocomin\_Boost:45\_Subsample:0.90&2371&10&6&4&44.34&30.77&0.45&0.876\\
Cocomin\_Boost:45\_Subsample:0.95&2375&10&2&8&43.99&30.38&0.46&0.884\\
Cocomin\_Boost:50\_Subsample:0.15&2387&0&0&0&48.58&34.90&0.41&0.834\\
Cocomin\_Boost:50\_Subsample:0.20&2379&8&0&8&45.67&32.34&0.45&0.818\\
Cocomin\_Boost:50\_Subsample:0.25&2377&10&0&10&45.36&31.72&0.46&0.853\\
Cocomin\_Boost:50\_Subsample:0.30&2376&10&1&9&45.58&34.40&0.44&0.820\\
Cocomin\_Boost:50\_Subsample:0.35&2377&10&0&10&44.38&31.71&0.46&0.853\\
Cocomin\_Boost:50\_Subsample:0.40&2377&10&0&10&43.64&30.41&0.48&0.864\\
Cocomin\_Boost:50\_Subsample:0.45&2376&10&1&9&44.45&31.89&0.47&0.870\\
Cocomin\_Boost:50\_Subsample:0.50&2376&10&1&9&43.65&32.25&0.45&0.864\\
Cocomin\_Boost:50\_Subsample:0.55&2372&10&5&5&43.52&30.73&0.45&0.877\\
Cocomin\_Boost:50\_Subsample:0.60&2366&10&11&-1&45.08&32.41&0.44&0.868\\
Cocomin\_Boost:50\_Subsample:0.65&2369&10&8&2&44.66&31.51&0.43&0.880\\
Cocomin\_Boost:50\_Subsample:0.70&2371&10&6&4&44.63&31.84&0.44&0.874\\
Cocomin\_Boost:50\_Subsample:0.75&2373&10&4&6&44.59&31.14&0.45&0.874\\
Cocomin\_Boost:50\_Subsample:0.80&2376&10&1&9&44.50&31.57&0.45&0.873\\
Cocomin\_Boost:50\_Subsample:0.85&2366&10&11&-1&44.88&31.99&0.44&0.877\\
Cocomin\_Boost:50\_Subsample:0.90&2371&10&6&4&44.34&30.77&0.45&0.877\\
Cocomin\_Boost:50\_Subsample:0.95&2375&10&2&8&43.99&30.39&0.46&0.885\\
Cocomin\_Boost:5\_Subsample:0.15&2380&7&0&7&46.67&33.84&0.44&0.834\\
Cocomin\_Boost:5\_Subsample:0.20&2377&10&0&10&44.99&30.29&0.48&0.834\\
Cocomin\_Boost:5\_Subsample:0.25&2377&10&0&10&44.92&32.07&0.46&0.845\\
Cocomin\_Boost:5\_Subsample:0.30&2376&10&1&9&43.99&31.62&0.46&0.847\\
Cocomin\_Boost:5\_Subsample:0.35&2377&10&0&10&43.47&30.03&0.50&0.855\\
Cocomin\_Boost:5\_Subsample:0.40&2377&10&0&10&43.31&29.19&0.47&0.867\\
Cocomin\_Boost:5\_Subsample:0.45&2376&10&1&9&44.11&31.22&0.48&0.866\\
Cocomin\_Boost:5\_Subsample:0.50&2374&10&3&7&43.77&30.46&0.47&0.868\\
Cocomin\_Boost:5\_Subsample:0.55&2373&10&4&6&43.63&30.90&0.47&0.871\\
Cocomin\_Boost:5\_Subsample:0.60&2367&10&10&0&44.19&31.09&0.45&0.872\\
Cocomin\_Boost:5\_Subsample:0.65&2369&10&8&2&44.64&31.80&0.43&0.877\\
Cocomin\_Boost:5\_Subsample:0.70&2371&10&6&4&44.56&31.85&0.44&0.877\\
Cocomin\_Boost:5\_Subsample:0.75&2375&10&2&8&44.48&31.06&0.47&0.875\\
Cocomin\_Boost:5\_Subsample:0.80&2376&10&1&9&44.48&31.41&0.46&0.874\\
Cocomin\_Boost:5\_Subsample:0.85&2367&10&10&0&44.73&31.73&0.45&0.876\\
Cocomin\_Boost:5\_Subsample:0.90&2375&10&2&8&44.29&30.77&0.46&0.878\\
Cocomin\_Boost:5\_Subsample:0.95&2376&10&1&9&43.97&30.35&0.46&0.883\\
LC&2377&10&0&10&41.16&27.46&0.49&0.914\\
LC\_Boost:10\_Subsample:0.15&2066&8&313&-305&42.59&29.47&0.48&0.921\\
LC\_Boost:10\_Subsample:0.20&2258&129&0&129&40.13&26.37&0.54&0.903\\
LC\_Boost:10\_Subsample:0.25&2377&10&0&10&39.54&26.01&0.54&0.897\\
LC\_Boost:10\_Subsample:0.30&2377&10&0&10&39.32&26.85&0.51&0.902\\
LC\_Boost:10\_Subsample:0.35&2377&10&0&10&40.62&29.26&0.49&0.903\\
LC\_Boost:10\_Subsample:0.40&2377&10&0&10&39.74&29.73&0.49&0.915\\
LC\_Boost:10\_Subsample:0.45&2377&10&0&10&40.73&29.95&0.49&0.909\\
LC\_Boost:10\_Subsample:0.50&2377&10&0&10&41.75&29.12&0.47&0.909\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Coc81-Datasets (pg 3 of 6)}\label{Results-Boosting-Subsampling-Coc81-Datasets-3}
\end{table}

\clearpage
\begin{table}[htbp]
\begin{center}
\scriptsize{
\begin{tabular}{|r|r|r|r|r|r|r|r|r|}
\hline
Method&Ties&Wins&Losses&Win-Loss&MMRE&MedMRE&Pred30&R\\
\hline
LC\_Boost:10\_Subsample:0.55&2377&10&0&10&41.53&28.04&0.48&0.909\\
LC\_Boost:10\_Subsample:0.60&2377&10&0&10&41.31&27.59&0.48&0.910\\
LC\_Boost:10\_Subsample:0.65&2377&10&0&10&41.56&28.03&0.47&0.909\\
LC\_Boost:10\_Subsample:0.70&2377&10&0&10&41.69&27.78&0.47&0.913\\
LC\_Boost:10\_Subsample:0.75&2377&10&0&10&41.39&27.66&0.48&0.915\\
LC\_Boost:10\_Subsample:0.80&2377&10&0&10&41.32&27.67&0.48&0.915\\
LC\_Boost:10\_Subsample:0.85&2377&10&0&10&41.23&27.47&0.49&0.915\\
LC\_Boost:10\_Subsample:0.90&2377&10&0&10&41.15&27.37&0.49&0.913\\
LC\_Boost:10\_Subsample:0.95&2377&10&0&10&41.18&27.46&0.49&0.915\\
LC\_Boost:15\_Subsample:0.15&2064&0&323&-323&44.76&33.40&0.48&0.929\\
LC\_Boost:15\_Subsample:0.20&2323&64&0&64&41.40&28.54&0.51&0.908\\
LC\_Boost:15\_Subsample:0.25&2377&10&0&10&39.70&26.82&0.52&0.900\\
LC\_Boost:15\_Subsample:0.30&2377&10&0&10&39.76&27.18&0.49&0.894\\
LC\_Boost:15\_Subsample:0.35&2377&10&0&10&40.44&28.74&0.50&0.900\\
LC\_Boost:15\_Subsample:0.40&2377&10&0&10&39.84&29.52&0.50&0.913\\
LC\_Boost:15\_Subsample:0.45&2377&10&0&10&41.21&30.66&0.48&0.908\\
LC\_Boost:15\_Subsample:0.50&2377&10&0&10&41.67&28.94&0.47&0.907\\
LC\_Boost:15\_Subsample:0.55&2377&10&0&10&41.52&28.19&0.48&0.909\\
LC\_Boost:15\_Subsample:0.60&2377&10&0&10&41.26&27.90&0.47&0.909\\
LC\_Boost:15\_Subsample:0.65&2377&10&0&10&41.59&28.02&0.47&0.909\\
LC\_Boost:15\_Subsample:0.70&2377&10&0&10&41.67&27.77&0.47&0.901\\
LC\_Boost:15\_Subsample:0.75&2377&10&0&10&41.40&27.71&0.48&0.913\\
LC\_Boost:15\_Subsample:0.80&2377&10&0&10&41.32&27.68&0.48&0.913\\
LC\_Boost:15\_Subsample:0.85&2377&10&0&10&41.24&27.47&0.49&0.914\\
LC\_Boost:15\_Subsample:0.90&2377&10&0&10&41.15&27.38&0.49&0.912\\
LC\_Boost:15\_Subsample:0.95&2377&10&0&10&41.18&27.45&0.49&0.913\\
LC\_Boost:20\_Subsample:0.15&2065&0&322&-322&44.76&32.86&0.48&0.934\\
LC\_Boost:20\_Subsample:0.20&2313&74&0&74&40.85&28.52&0.51&0.908\\
LC\_Boost:20\_Subsample:0.25&2377&10&0&10&39.59&26.08&0.53&0.897\\
LC\_Boost:20\_Subsample:0.30&2377&10&0&10&39.78&26.42&0.50&0.893\\
LC\_Boost:20\_Subsample:0.35&2377&10&0&10&40.63&29.37&0.49&0.903\\
LC\_Boost:20\_Subsample:0.40&2377&10&0&10&39.63&29.53&0.49&0.913\\
LC\_Boost:20\_Subsample:0.45&2377&10&0&10&40.92&30.56&0.48&0.909\\
LC\_Boost:20\_Subsample:0.50&2377&10&0&10&41.74&29.12&0.47&0.908\\
LC\_Boost:20\_Subsample:0.55&2377&10&0&10&41.52&27.97&0.48&0.910\\
LC\_Boost:20\_Subsample:0.60&2377&10&0&10&41.27&27.77&0.47&0.910\\
LC\_Boost:20\_Subsample:0.65&2377&10&0&10&41.58&28.02&0.47&0.909\\
LC\_Boost:20\_Subsample:0.70&2377&10&0&10&41.71&27.80&0.47&0.913\\
LC\_Boost:20\_Subsample:0.75&2377&10&0&10&41.40&27.68&0.48&0.913\\
LC\_Boost:20\_Subsample:0.80&2377&10&0&10&41.32&27.69&0.48&0.916\\
LC\_Boost:20\_Subsample:0.85&2377&10&0&10&41.24&27.47&0.49&0.913\\
LC\_Boost:20\_Subsample:0.90&2377&10&0&10&41.15&27.38&0.49&0.915\\
LC\_Boost:20\_Subsample:0.95&2377&10&0&10&41.18&27.46&0.49&0.914\\
LC\_Boost:25\_Subsample:0.15&2064&0&323&-323&45.98&34.18&0.46&0.936\\
LC\_Boost:25\_Subsample:0.20&2353&34&0&34&41.52&29.44&0.50&0.908\\
LC\_Boost:25\_Subsample:0.25&2377&10&0&10&39.76&26.29&0.54&0.898\\
LC\_Boost:25\_Subsample:0.30&2377&10&0&10&39.83&26.48&0.49&0.890\\
LC\_Boost:25\_Subsample:0.35&2377&10&0&10&40.47&28.99&0.50&0.905\\
LC\_Boost:25\_Subsample:0.40&2377&10&0&10&39.67&29.36&0.50&0.911\\
LC\_Boost:25\_Subsample:0.45&2377&10&0&10&41.17&30.71&0.47&0.909\\
LC\_Boost:25\_Subsample:0.50&2377&10&0&10&41.69&28.97&0.47&0.906\\
LC\_Boost:25\_Subsample:0.55&2377&10&0&10&41.53&28.09&0.48&0.906\\
LC\_Boost:25\_Subsample:0.60&2377&10&0&10&41.25&27.84&0.47&0.909\\
LC\_Boost:25\_Subsample:0.65&2377&10&0&10&41.59&28.02&0.47&0.910\\
LC\_Boost:25\_Subsample:0.70&2377&10&0&10&41.70&27.79&0.47&0.912\\
LC\_Boost:25\_Subsample:0.75&2377&10&0&10&41.41&27.72&0.48&0.914\\
LC\_Boost:25\_Subsample:0.80&2377&10&0&10&41.32&27.69&0.48&0.915\\
LC\_Boost:25\_Subsample:0.85&2377&10&0&10&41.24&27.47&0.49&0.915\\
LC\_Boost:25\_Subsample:0.90&2377&10&0&10&41.15&27.38&0.49&0.915\\
LC\_Boost:25\_Subsample:0.95&2377&10&0&10&41.18&27.45&0.49&0.915\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Coc81-Datasets (pg 4 of 6)}\label{Results-Boosting-Subsampling-Coc81-Datasets-4}
\end{table}

\clearpage
\begin{table}[htbp]
\begin{center}
\scriptsize{
\begin{tabular}{|r|r|r|r|r|r|r|r|r|}
\hline
Method&Ties&Wins&Losses&Win-Loss&MMRE&MedMRE&Pred30&R\\
\hline
LC\_Boost:30\_Subsample:0.15&2064&0&323&-323&45.85&33.59&0.45&0.937\\
LC\_Boost:30\_Subsample:0.20&2329&58&0&58&41.14&29.48&0.50&0.907\\
LC\_Boost:30\_Subsample:0.25&2377&10&0&10&39.67&26.04&0.53&0.897\\
LC\_Boost:30\_Subsample:0.30&2377&10&0&10&39.80&26.15&0.51&0.891\\
LC\_Boost:30\_Subsample:0.35&2377&10&0&10&40.59&29.34&0.50&0.904\\
LC\_Boost:30\_Subsample:0.40&2377&10&0&10&39.57&29.33&0.50&0.911\\
LC\_Boost:30\_Subsample:0.45&2377&10&0&10&41.00&30.04&0.48&0.908\\
LC\_Boost:30\_Subsample:0.50&2377&10&0&10&41.73&29.11&0.47&0.906\\
LC\_Boost:30\_Subsample:0.55&2377&10&0&10&41.53&28.01&0.48&0.909\\
LC\_Boost:30\_Subsample:0.60&2377&10&0&10&41.25&27.85&0.47&0.910\\
LC\_Boost:30\_Subsample:0.65&2377&10&0&10&41.59&28.01&0.47&0.909\\
LC\_Boost:30\_Subsample:0.70&2377&10&0&10&41.72&27.81&0.47&0.900\\
LC\_Boost:30\_Subsample:0.75&2377&10&0&10&41.41&27.70&0.48&0.915\\
LC\_Boost:30\_Subsample:0.80&2377&10&0&10&41.33&27.69&0.48&0.913\\
LC\_Boost:30\_Subsample:0.85&2377&10&0&10&41.24&27.47&0.49&0.915\\
LC\_Boost:30\_Subsample:0.90&2377&10&0&10&41.15&27.38&0.49&0.912\\
LC\_Boost:30\_Subsample:0.95&2377&10&0&10&41.18&27.45&0.49&0.915\\
LC\_Boost:35\_Subsample:0.15&2064&0&323&-323&46.68&34.60&0.45&0.937\\
LC\_Boost:35\_Subsample:0.20&2349&38&0&38&41.65&29.94&0.50&0.909\\
LC\_Boost:35\_Subsample:0.25&2377&10&0&10&39.77&26.39&0.54&0.897\\
LC\_Boost:35\_Subsample:0.30&2377&10&0&10&39.95&26.16&0.49&0.889\\
LC\_Boost:35\_Subsample:0.35&2377&10&0&10&40.52&29.15&0.50&0.904\\
LC\_Boost:35\_Subsample:0.40&2377&10&0&10&39.61&29.40&0.49&0.905\\
LC\_Boost:35\_Subsample:0.45&2377&10&0&10&41.18&30.21&0.47&0.909\\
LC\_Boost:35\_Subsample:0.50&2377&10&0&10&41.70&28.98&0.47&0.907\\
LC\_Boost:35\_Subsample:0.55&2377&10&0&10&41.54&28.05&0.48&0.906\\
LC\_Boost:35\_Subsample:0.60&2377&10&0&10&41.24&27.84&0.47&0.909\\
LC\_Boost:35\_Subsample:0.65&2377&10&0&10&41.59&28.01&0.47&0.910\\
LC\_Boost:35\_Subsample:0.70&2377&10&0&10&41.71&27.80&0.47&0.912\\
LC\_Boost:35\_Subsample:0.75&2377&10&0&10&41.41&27.73&0.48&0.914\\
LC\_Boost:35\_Subsample:0.80&2377&10&0&10&41.33&27.69&0.48&0.915\\
LC\_Boost:35\_Subsample:0.85&2377&10&0&10&41.24&27.47&0.49&0.915\\
LC\_Boost:35\_Subsample:0.90&2377&10&0&10&41.15&27.38&0.49&0.915\\
LC\_Boost:35\_Subsample:0.95&2377&10&0&10&41.18&27.45&0.49&0.915\\
LC\_Boost:40\_Subsample:0.15&2064&0&323&-323&46.53&34.27&0.45&0.937\\
LC\_Boost:40\_Subsample:0.20&2335&52&0&52&41.31&29.88&0.50&0.909\\
LC\_Boost:40\_Subsample:0.25&2377&10&0&10&39.70&25.99&0.53&0.897\\
LC\_Boost:40\_Subsample:0.30&2377&10&0&10&39.92&26.15&0.51&0.890\\
LC\_Boost:40\_Subsample:0.35&2377&10&0&10&40.62&29.45&0.50&0.904\\
LC\_Boost:40\_Subsample:0.40&2377&10&0&10&39.55&29.24&0.50&0.912\\
LC\_Boost:40\_Subsample:0.45&2377&10&0&10&41.05&30.03&0.48&0.908\\
LC\_Boost:40\_Subsample:0.50&2377&10&0&10&41.73&29.10&0.47&0.907\\
LC\_Boost:40\_Subsample:0.55&2377&10&0&10&41.54&28.04&0.48&0.909\\
LC\_Boost:40\_Subsample:0.60&2377&10&0&10&41.25&27.88&0.47&0.910\\
LC\_Boost:40\_Subsample:0.65&2377&10&0&10&41.59&28.02&0.47&0.909\\
LC\_Boost:40\_Subsample:0.70&2377&10&0&10&41.73&27.81&0.47&0.913\\
LC\_Boost:40\_Subsample:0.75&2377&10&0&10&41.41&27.71&0.48&0.909\\
LC\_Boost:40\_Subsample:0.80&2377&10&0&10&41.33&27.70&0.48&0.915\\
LC\_Boost:40\_Subsample:0.85&2377&10&0&10&41.24&27.47&0.49&0.912\\
LC\_Boost:40\_Subsample:0.90&2377&10&0&10&41.15&27.38&0.49&0.913\\
LC\_Boost:40\_Subsample:0.95&2377&10&0&10&41.18&27.45&0.49&0.913\\
LC\_Boost:45\_Subsample:0.15&2062&0&325&-325&47.10&34.83&0.45&0.936\\
LC\_Boost:45\_Subsample:0.20&2349&38&0&38&41.68&30.22&0.49&0.910\\
LC\_Boost:45\_Subsample:0.25&2377&10&0&10&39.80&26.36&0.53&0.897\\
LC\_Boost:45\_Subsample:0.30&2377&10&0&10&39.96&25.95&0.49&0.891\\
LC\_Boost:45\_Subsample:0.35&2377&10&0&10&40.54&29.22&0.50&0.904\\
LC\_Boost:45\_Subsample:0.40&2377&10&0&10&39.57&29.34&0.50&0.912\\
LC\_Boost:45\_Subsample:0.45&2377&10&0&10&41.17&30.12&0.47&0.908\\
LC\_Boost:45\_Subsample:0.50&2377&10&0&10&41.71&28.99&0.47&0.908\\
LC\_Boost:45\_Subsample:0.55&2377&10&0&10&41.54&28.06&0.48&0.909\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Coc81-Datasets (pg 5 of 6)}\label{Results-Boosting-Subsampling-Coc81-Datasets-5}
\end{table}

\clearpage
\begin{table}[htbp]
\begin{center}
\scriptsize{
\begin{tabular}{|r|r|r|r|r|r|r|r|r|}
\hline
Method&Ties&Wins&Losses&Win-Loss&MMRE&MedMRE&Pred30&R\\
\hline
LC\_Boost:45\_Subsample:0.60&2377&10&0&10&41.23&27.84&0.47&0.910\\
LC\_Boost:45\_Subsample:0.65&2377&10&0&10&41.60&28.01&0.47&0.909\\
LC\_Boost:45\_Subsample:0.70&2377&10&0&10&41.71&27.81&0.47&0.900\\
LC\_Boost:45\_Subsample:0.75&2377&10&0&10&41.41&27.73&0.48&0.913\\
LC\_Boost:45\_Subsample:0.80&2377&10&0&10&41.33&27.70&0.48&0.913\\
LC\_Boost:45\_Subsample:0.85&2377&10&0&10&41.24&27.47&0.49&0.913\\
LC\_Boost:45\_Subsample:0.90&2377&10&0&10&41.15&27.38&0.49&0.912\\
LC\_Boost:45\_Subsample:0.95&2377&10&0&10&41.18&27.45&0.49&0.913\\
LC\_Boost:50\_Subsample:0.15&2062&0&325&-325&46.97&34.77&0.45&0.936\\
LC\_Boost:50\_Subsample:0.20&2339&48&0&48&41.46&30.11&0.49&0.907\\
LC\_Boost:50\_Subsample:0.25&2377&10&0&10&39.74&26.14&0.53&0.897\\
LC\_Boost:50\_Subsample:0.30&2377&10&0&10&39.93&26.07&0.51&0.889\\
LC\_Boost:50\_Subsample:0.35&2377&10&0&10&40.59&29.47&0.50&0.904\\
LC\_Boost:50\_Subsample:0.40&2377&10&0&10&39.53&29.29&0.50&0.910\\
LC\_Boost:50\_Subsample:0.45&2377&10&0&10&41.07&30.02&0.48&0.908\\
LC\_Boost:50\_Subsample:0.50&2377&10&0&10&41.73&29.10&0.47&0.906\\
LC\_Boost:50\_Subsample:0.55&2377&10&0&10&41.54&28.05&0.48&0.909\\
LC\_Boost:50\_Subsample:0.60&2377&10&0&10&41.24&27.90&0.47&0.908\\
LC\_Boost:50\_Subsample:0.65&2377&10&0&10&41.60&28.01&0.47&0.909\\
LC\_Boost:50\_Subsample:0.70&2377&10&0&10&41.73&27.82&0.47&0.911\\
LC\_Boost:50\_Subsample:0.75&2377&10&0&10&41.41&27.71&0.48&0.905\\
LC\_Boost:50\_Subsample:0.80&2377&10&0&10&41.33&27.70&0.48&0.908\\
LC\_Boost:50\_Subsample:0.85&2377&10&0&10&41.24&27.47&0.49&0.912\\
LC\_Boost:50\_Subsample:0.90&2377&10&0&10&41.15&27.38&0.49&0.912\\
LC\_Boost:50\_Subsample:0.95&2377&10&0&10&41.18&27.45&0.49&0.912\\
LC\_Boost:5\_Subsample:0.15&1978&96&313&-217&43.27&31.65&0.48&0.896\\
LC\_Boost:5\_Subsample:0.20&2359&28&0&28&42.16&27.15&0.51&0.897\\
LC\_Boost:5\_Subsample:0.25&2377&10&0&10&40.00&26.73&0.52&0.901\\
LC\_Boost:5\_Subsample:0.30&2377&10&0&10&39.39&28.42&0.48&0.910\\
LC\_Boost:5\_Subsample:0.35&2377&10&0&10&40.27&28.53&0.50&0.910\\
LC\_Boost:5\_Subsample:0.40&2377&10&0&10&40.40&28.83&0.48&0.914\\
LC\_Boost:5\_Subsample:0.45&2377&10&0&10&41.47&29.84&0.47&0.912\\
LC\_Boost:5\_Subsample:0.50&2377&10&0&10&41.57&28.82&0.47&0.909\\
LC\_Boost:5\_Subsample:0.55&2377&10&0&10&41.44&28.37&0.48&0.909\\
LC\_Boost:5\_Subsample:0.60&2377&10&0&10&41.31&27.91&0.47&0.911\\
LC\_Boost:5\_Subsample:0.65&2377&10&0&10&41.56&28.04&0.47&0.912\\
LC\_Boost:5\_Subsample:0.70&2377&10&0&10&41.54&27.70&0.48&0.914\\
LC\_Boost:5\_Subsample:0.75&2377&10&0&10&41.35&27.66&0.48&0.915\\
LC\_Boost:5\_Subsample:0.80&2377&10&0&10&41.30&27.65&0.49&0.914\\
LC\_Boost:5\_Subsample:0.85&2377&10&0&10&41.22&27.46&0.49&0.915\\
LC\_Boost:5\_Subsample:0.90&2377&10&0&10&41.15&27.37&0.49&0.914\\
LC\_Boost:5\_Subsample:0.95&2377&10&0&10&41.18&27.46&0.49&0.915\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Coc81-Datasets (pg 6 of 6)}\label{Results-Boosting-Subsampling-Coc81-Datasets-6}
\end{table}