\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&3530&87&0&87&67.42&28.17&0.62&0.884\\
Cocomin\_Boost:10\_Subsample:0.15&3120&38&110&-72&55.12&30.04&0.47&0.730\\
Cocomin\_Boost:10\_Subsample:0.20&3204&64&0&64&55.54&28.45&0.49&0.717\\
Cocomin\_Boost:10\_Subsample:0.25&3196&72&0&72&54.73&25.90&0.48&0.719\\
Cocomin\_Boost:10\_Subsample:0.30&3173&95&0&95&55.04&23.01&0.52&0.720\\
Cocomin\_Boost:10\_Subsample:0.35&3172&96&0&96&55.43&23.01&0.53&0.725\\
Cocomin\_Boost:10\_Subsample:0.40&3163&105&0&105&55.84&22.92&0.52&0.730\\
Cocomin\_Boost:10\_Subsample:0.45&3184&84&0&84&55.88&23.10&0.52&0.740\\
Cocomin\_Boost:10\_Subsample:0.50&3168&100&0&100&56.67&23.73&0.52&0.736\\
Cocomin\_Boost:10\_Subsample:0.55&3163&105&0&105&56.20&23.42&0.52&0.731\\
Cocomin\_Boost:10\_Subsample:0.60&3163&105&0&105&56.39&22.81&0.52&0.722\\
Cocomin\_Boost:10\_Subsample:0.65&3171&97&0&97&54.49&23.70&0.54&0.730\\
Cocomin\_Boost:10\_Subsample:0.70&2972&97&0&97&50.91&19.65&0.50&0.680\\
Cocomin\_Boost:10\_Subsample:0.75&2970&99&0&99&50.86&18.98&0.50&0.655\\
Cocomin\_Boost:10\_Subsample:0.80&2972&97&0&97&51.06&19.13&0.49&0.677\\
Cocomin\_Boost:10\_Subsample:0.85&2974&95&0&95&51.19&20.02&0.49&0.669\\
Cocomin\_Boost:10\_Subsample:0.90&2972&97&0&97&51.50&19.39&0.48&0.674\\
Cocomin\_Boost:10\_Subsample:0.95&2973&96&0&96&51.45&19.52&0.49&0.672\\
Cocomin\_Boost:15\_Subsample:0.15&2781&39&249&-210&50.95&27.02&0.40&0.675\\
Cocomin\_Boost:15\_Subsample:0.20&3011&58&0&58&51.08&25.53&0.43&0.651\\
Cocomin\_Boost:15\_Subsample:0.25&3001&68&0&68&49.91&23.15&0.44&0.645\\
Cocomin\_Boost:15\_Subsample:0.30&2975&94&0&94&49.65&20.61&0.47&0.664\\
Cocomin\_Boost:15\_Subsample:0.35&2971&98&0&98&49.80&20.14&0.49&0.666\\
Cocomin\_Boost:15\_Subsample:0.40&2964&105&0&105&50.28&19.74&0.48&0.671\\
Cocomin\_Boost:15\_Subsample:0.45&2983&86&0&86&50.14&20.21&0.47&0.682\\
Cocomin\_Boost:15\_Subsample:0.50&2970&99&0&99&50.90&20.65&0.48&0.676\\
Cocomin\_Boost:15\_Subsample:0.55&2965&104&0&104&50.38&20.44&0.48&0.679\\
Cocomin\_Boost:15\_Subsample:0.60&2965&104&0&104&50.40&19.70&0.48&0.679\\
Cocomin\_Boost:15\_Subsample:0.65&2972&97&0&97&50.86&20.22&0.49&0.680\\
Cocomin\_Boost:15\_Subsample:0.70&2972&97&0&97&50.90&19.64&0.50&0.682\\
Cocomin\_Boost:15\_Subsample:0.75&2969&100&0&100&50.83&18.98&0.50&0.672\\
Cocomin\_Boost:15\_Subsample:0.80&2972&97&0&97&51.08&19.20&0.49&0.679\\
Cocomin\_Boost:15\_Subsample:0.85&2974&95&0&95&51.20&20.08&0.49&0.671\\
Cocomin\_Boost:15\_Subsample:0.90&2971&98&0&98&51.51&19.41&0.48&0.675\\
Cocomin\_Boost:15\_Subsample:0.95&2973&96&0&96&51.45&19.47&0.49&0.674\\
Cocomin\_Boost:20\_Subsample:0.15&2745&36&288&-252&51.14&27.99&0.40&0.670\\
Cocomin\_Boost:20\_Subsample:0.20&3013&56&0&56&51.08&26.43&0.43&0.652\\
Cocomin\_Boost:20\_Subsample:0.25&3006&63&0&63&49.78&23.64&0.44&0.651\\
Cocomin\_Boost:20\_Subsample:0.30&2976&93&0&93&49.75&20.23&0.47&0.665\\
Cocomin\_Boost:20\_Subsample:0.35&2972&97&0&97&49.85&20.20&0.48&0.665\\
Cocomin\_Boost:20\_Subsample:0.40&2967&102&0&102&50.48&19.86&0.48&0.671\\
Cocomin\_Boost:20\_Subsample:0.45&2987&82&0&82&50.17&20.26&0.47&0.682\\
Cocomin\_Boost:20\_Subsample:0.50&2971&98&0&98&50.93&20.71&0.48&0.677\\
Cocomin\_Boost:20\_Subsample:0.55&2963&106&0&106&50.42&20.46&0.48&0.671\\
Cocomin\_Boost:20\_Subsample:0.60&2963&106&0&106&50.44&19.72&0.48&0.679\\
Cocomin\_Boost:20\_Subsample:0.65&2971&98&0&98&50.86&20.23&0.49&0.668\\
Cocomin\_Boost:20\_Subsample:0.70&2971&98&0&98&50.87&19.64&0.50&0.682\\
Cocomin\_Boost:20\_Subsample:0.75&2969&100&0&100&50.82&18.99&0.50&0.670\\
Cocomin\_Boost:20\_Subsample:0.80&2972&97&0&97&51.07&19.13&0.49&0.679\\
Cocomin\_Boost:20\_Subsample:0.85&2975&94&0&94&51.20&20.12&0.49&0.670\\
Cocomin\_Boost:20\_Subsample:0.90&2972&97&0&97&51.51&19.41&0.48&0.674\\
Cocomin\_Boost:20\_Subsample:0.95&2973&96&0&96&51.45&19.46&0.49&0.673\\
Cocomin\_Boost:25\_Subsample:0.15&2729&39&301&-262&51.36&27.28&0.41&0.671\\
Cocomin\_Boost:25\_Subsample:0.20&3014&55&0&55&51.36&25.70&0.42&0.650\\
Cocomin\_Boost:25\_Subsample:0.25&3006&63&0&63&49.92&23.08&0.45&0.650\\
Cocomin\_Boost:25\_Subsample:0.30&2977&92&0&92&49.76&20.42&0.47&0.663\\
Cocomin\_Boost:25\_Subsample:0.35&2972&97&0&97&49.78&20.15&0.48&0.660\\
Cocomin\_Boost:25\_Subsample:0.40&2967&102&0&102&50.44&19.60&0.48&0.658\\
Cocomin\_Boost:25\_Subsample:0.45&2987&82&0&82&50.16&20.22&0.47&0.680\\
Cocomin\_Boost:25\_Subsample:0.50&2971&98&0&98&50.91&20.68&0.48&0.676\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Nasa93-Datasets (pg 1 of 6)}\label{Results-Boosting-Subsampling-Nasa93-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&2963&106&0&106&50.39&20.43&0.48&0.679\\
Cocomin\_Boost:25\_Subsample:0.60&2963&106&0&106&50.38&19.70&0.48&0.679\\
Cocomin\_Boost:25\_Subsample:0.65&2971&98&0&98&50.84&20.19&0.49&0.680\\
Cocomin\_Boost:25\_Subsample:0.70&2972&97&0&97&50.86&19.64&0.50&0.682\\
Cocomin\_Boost:25\_Subsample:0.75&2968&101&0&101&50.81&19.00&0.50&0.670\\
Cocomin\_Boost:25\_Subsample:0.80&2972&97&0&97&51.06&19.12&0.49&0.679\\
Cocomin\_Boost:25\_Subsample:0.85&2975&94&0&94&51.20&20.08&0.49&0.670\\
Cocomin\_Boost:25\_Subsample:0.90&2972&97&0&97&51.52&19.41&0.48&0.674\\
Cocomin\_Boost:25\_Subsample:0.95&2973&96&0&96&51.45&19.48&0.49&0.673\\
Cocomin\_Boost:30\_Subsample:0.15&2711&37&321&-284&51.25&27.58&0.39&0.667\\
Cocomin\_Boost:30\_Subsample:0.20&3004&55&10&45&51.32&26.48&0.42&0.652\\
Cocomin\_Boost:30\_Subsample:0.25&3009&60&0&60&49.82&23.34&0.45&0.649\\
Cocomin\_Boost:30\_Subsample:0.30&2975&94&0&94&49.81&20.24&0.47&0.665\\
Cocomin\_Boost:30\_Subsample:0.35&2971&98&0&98&49.83&20.28&0.48&0.665\\
Cocomin\_Boost:30\_Subsample:0.40&2968&101&0&101&50.56&19.65&0.48&0.669\\
Cocomin\_Boost:30\_Subsample:0.45&2989&80&0&80&50.18&20.34&0.47&0.682\\
Cocomin\_Boost:30\_Subsample:0.50&2972&97&0&97&50.94&20.71&0.48&0.677\\
Cocomin\_Boost:30\_Subsample:0.55&2963&106&0&106&50.42&20.46&0.48&0.679\\
Cocomin\_Boost:30\_Subsample:0.60&2963&106&0&106&50.41&19.68&0.48&0.680\\
Cocomin\_Boost:30\_Subsample:0.65&2971&98&0&98&50.84&20.22&0.49&0.680\\
Cocomin\_Boost:30\_Subsample:0.70&2972&97&0&97&50.85&19.64&0.50&0.682\\
Cocomin\_Boost:30\_Subsample:0.75&2968&101&0&101&50.80&19.00&0.50&0.671\\
Cocomin\_Boost:30\_Subsample:0.80&2972&97&0&97&51.07&19.13&0.49&0.679\\
Cocomin\_Boost:30\_Subsample:0.85&2975&94&0&94&51.20&20.08&0.49&0.671\\
Cocomin\_Boost:30\_Subsample:0.90&2972&97&0&97&51.52&19.42&0.48&0.675\\
Cocomin\_Boost:30\_Subsample:0.95&2973&96&0&96&51.46&19.46&0.49&0.665\\
Cocomin\_Boost:35\_Subsample:0.15&2695&39&335&-296&51.37&27.09&0.41&0.672\\
Cocomin\_Boost:35\_Subsample:0.20&3013&55&1&54&51.44&26.33&0.42&0.649\\
Cocomin\_Boost:35\_Subsample:0.25&3007&62&0&62&49.89&23.00&0.45&0.648\\
Cocomin\_Boost:35\_Subsample:0.30&2976&93&0&93&49.82&20.37&0.47&0.663\\
Cocomin\_Boost:35\_Subsample:0.35&2972&97&0&97&49.81&20.25&0.48&0.665\\
Cocomin\_Boost:35\_Subsample:0.40&2970&99&0&99&50.51&19.63&0.48&0.669\\
Cocomin\_Boost:35\_Subsample:0.45&2989&80&0&80&50.17&20.32&0.47&0.682\\
Cocomin\_Boost:35\_Subsample:0.50&2971&98&0&98&50.93&20.68&0.48&0.676\\
Cocomin\_Boost:35\_Subsample:0.55&2964&105&0&105&50.40&20.48&0.48&0.679\\
Cocomin\_Boost:35\_Subsample:0.60&2963&106&0&106&50.39&19.68&0.48&0.678\\
Cocomin\_Boost:35\_Subsample:0.65&2971&98&0&98&50.85&20.20&0.49&0.680\\
Cocomin\_Boost:35\_Subsample:0.70&2972&97&0&97&50.85&19.64&0.50&0.682\\
Cocomin\_Boost:35\_Subsample:0.75&2968&101&0&101&50.80&19.00&0.50&0.671\\
Cocomin\_Boost:35\_Subsample:0.80&2971&98&0&98&51.07&19.15&0.49&0.678\\
Cocomin\_Boost:35\_Subsample:0.85&2975&94&0&94&51.21&20.10&0.49&0.671\\
Cocomin\_Boost:35\_Subsample:0.90&2972&97&0&97&51.52&19.41&0.48&0.675\\
Cocomin\_Boost:35\_Subsample:0.95&2973&96&0&96&51.45&19.46&0.49&0.674\\
Cocomin\_Boost:40\_Subsample:0.15&2687&36&346&-310&51.53&27.56&0.39&0.668\\
Cocomin\_Boost:40\_Subsample:0.20&3011&55&3&52&51.43&26.74&0.43&0.649\\
Cocomin\_Boost:40\_Subsample:0.25&3008&61&0&61&49.84&23.11&0.45&0.648\\
Cocomin\_Boost:40\_Subsample:0.30&2976&93&0&93&49.83&20.16&0.47&0.663\\
Cocomin\_Boost:40\_Subsample:0.35&2972&97&0&97&49.84&20.31&0.49&0.664\\
Cocomin\_Boost:40\_Subsample:0.40&2969&100&0&100&50.59&19.59&0.48&0.667\\
Cocomin\_Boost:40\_Subsample:0.45&2993&76&0&76&50.19&20.37&0.47&0.682\\
Cocomin\_Boost:40\_Subsample:0.50&2972&97&0&97&50.95&20.70&0.48&0.676\\
Cocomin\_Boost:40\_Subsample:0.55&2962&107&0&107&50.42&20.48&0.48&0.679\\
Cocomin\_Boost:40\_Subsample:0.60&2962&107&0&107&50.40&19.68&0.48&0.679\\
Cocomin\_Boost:40\_Subsample:0.65&2971&98&0&98&50.85&20.19&0.49&0.681\\
Cocomin\_Boost:40\_Subsample:0.70&2972&97&0&97&50.84&19.64&0.50&0.675\\
Cocomin\_Boost:40\_Subsample:0.75&2968&101&0&101&50.80&19.00&0.50&0.653\\
Cocomin\_Boost:40\_Subsample:0.80&2971&98&0&98&51.07&19.11&0.49&0.670\\
Cocomin\_Boost:40\_Subsample:0.85&2975&94&0&94&51.21&20.08&0.49&0.668\\
Cocomin\_Boost:40\_Subsample:0.90&2972&97&0&97&51.52&19.42&0.48&0.674\\
Cocomin\_Boost:40\_Subsample:0.95&2973&96&0&96&51.46&19.46&0.49&0.672\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Nasa93-Datasets (pg 2 of 6)}\label{Results-Boosting-Subsampling-Nasa93-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&2691&39&339&-300&51.62&27.15&0.40&0.667\\
Cocomin\_Boost:45\_Subsample:0.20&3003&55&11&44&51.58&26.44&0.43&0.639\\
Cocomin\_Boost:45\_Subsample:0.25&3007&62&0&62&49.91&23.01&0.45&0.642\\
Cocomin\_Boost:45\_Subsample:0.30&2976&93&0&93&49.81&20.32&0.47&0.662\\
Cocomin\_Boost:45\_Subsample:0.35&2972&97&0&97&49.83&20.28&0.48&0.656\\
Cocomin\_Boost:45\_Subsample:0.40&2970&99&0&99&50.56&19.60&0.48&0.668\\
Cocomin\_Boost:45\_Subsample:0.45&2991&78&0&78&50.19&20.35&0.47&0.681\\
Cocomin\_Boost:45\_Subsample:0.50&2971&98&0&98&50.94&20.68&0.48&0.676\\
Cocomin\_Boost:45\_Subsample:0.55&2963&106&0&106&50.40&20.47&0.48&0.679\\
Cocomin\_Boost:45\_Subsample:0.60&2962&107&0&107&50.38&19.65&0.48&0.678\\
Cocomin\_Boost:45\_Subsample:0.65&2971&98&0&98&50.85&20.19&0.49&0.679\\
Cocomin\_Boost:45\_Subsample:0.70&2972&97&0&97&50.84&19.64&0.50&0.682\\
Cocomin\_Boost:45\_Subsample:0.75&2968&101&0&101&50.80&19.00&0.50&0.671\\
Cocomin\_Boost:45\_Subsample:0.80&2970&99&0&99&51.07&19.11&0.49&0.679\\
Cocomin\_Boost:45\_Subsample:0.85&2975&94&0&94&51.21&20.08&0.49&0.671\\
Cocomin\_Boost:45\_Subsample:0.90&2972&97&0&97&51.52&19.43&0.48&0.675\\
Cocomin\_Boost:45\_Subsample:0.95&2973&96&0&96&51.45&19.46&0.49&0.674\\
Cocomin\_Boost:50\_Subsample:0.15&2691&37&341&-304&51.57&27.38&0.39&0.668\\
Cocomin\_Boost:50\_Subsample:0.20&3001&55&13&42&51.51&26.62&0.43&0.648\\
Cocomin\_Boost:50\_Subsample:0.25&3008&61&0&61&49.86&23.16&0.45&0.647\\
Cocomin\_Boost:50\_Subsample:0.30&2977&92&0&92&49.84&20.18&0.47&0.663\\
Cocomin\_Boost:50\_Subsample:0.35&2972&97&0&97&49.86&20.33&0.48&0.664\\
Cocomin\_Boost:50\_Subsample:0.40&2971&98&0&98&50.62&19.59&0.48&0.668\\
Cocomin\_Boost:50\_Subsample:0.45&2993&76&0&76&50.19&20.34&0.47&0.682\\
Cocomin\_Boost:50\_Subsample:0.50&2971&98&0&98&50.94&20.69&0.48&0.676\\
Cocomin\_Boost:50\_Subsample:0.55&2964&105&0&105&50.42&20.48&0.48&0.679\\
Cocomin\_Boost:50\_Subsample:0.60&2962&107&0&107&50.39&19.68&0.48&0.679\\
Cocomin\_Boost:50\_Subsample:0.65&2971&98&0&98&50.85&20.20&0.49&0.680\\
Cocomin\_Boost:50\_Subsample:0.70&2972&97&0&97&50.84&19.64&0.50&0.674\\
Cocomin\_Boost:50\_Subsample:0.75&2968&101&0&101&50.79&19.01&0.50&0.670\\
Cocomin\_Boost:50\_Subsample:0.80&2970&99&0&99&51.07&19.11&0.49&0.668\\
Cocomin\_Boost:50\_Subsample:0.85&2975&94&0&94&51.21&20.10&0.49&0.670\\
Cocomin\_Boost:50\_Subsample:0.90&2972&97&0&97&51.52&19.40&0.48&0.673\\
Cocomin\_Boost:50\_Subsample:0.95&2973&96&0&96&51.46&19.46&0.49&0.673\\
Cocomin\_Boost:5\_Subsample:0.15&3398&48&0&48&60.43&29.97&0.54&0.826\\
Cocomin\_Boost:5\_Subsample:0.20&3376&70&0&70&61.60&29.02&0.54&0.800\\
Cocomin\_Boost:5\_Subsample:0.25&3364&82&0&82&61.96&27.44&0.56&0.812\\
Cocomin\_Boost:5\_Subsample:0.30&3343&103&0&103&61.55&25.12&0.58&0.807\\
Cocomin\_Boost:5\_Subsample:0.35&3340&106&0&106&61.89&25.38&0.59&0.812\\
Cocomin\_Boost:5\_Subsample:0.40&3314&132&0&132&61.83&24.32&0.59&0.821\\
Cocomin\_Boost:5\_Subsample:0.45&3333&113&0&113&58.06&26.19&0.59&0.819\\
Cocomin\_Boost:5\_Subsample:0.50&3169&99&0&99&56.57&23.41&0.52&0.737\\
Cocomin\_Boost:5\_Subsample:0.55&3159&109&0&109&55.99&23.08&0.53&0.739\\
Cocomin\_Boost:5\_Subsample:0.60&3169&99&0&99&56.32&23.02&0.52&0.736\\
Cocomin\_Boost:5\_Subsample:0.65&3171&97&0&97&56.78&23.10&0.53&0.739\\
Cocomin\_Boost:5\_Subsample:0.70&3171&97&0&97&56.90&22.72&0.54&0.738\\
Cocomin\_Boost:5\_Subsample:0.75&3169&99&0&99&56.88&22.06&0.54&0.728\\
Cocomin\_Boost:5\_Subsample:0.80&3171&97&0&97&56.97&22.20&0.54&0.733\\
Cocomin\_Boost:5\_Subsample:0.85&3173&95&0&95&57.18&22.91&0.53&0.726\\
Cocomin\_Boost:5\_Subsample:0.90&3170&98&0&98&57.50&22.44&0.54&0.728\\
Cocomin\_Boost:5\_Subsample:0.95&3172&96&0&96&57.40&22.41&0.53&0.728\\
LC&3521&96&0&96&72.28&29.95&0.63&0.914\\
LC\_Boost:10\_Subsample:0.15&2191&7&1419&-1412&85.75&43.67&0.40&0.837\\
LC\_Boost:10\_Subsample:0.20&3074&21&522&-501&76.19&37.54&0.50&0.878\\
LC\_Boost:10\_Subsample:0.25&3553&29&35&-6&73.68&35.74&0.54&0.868\\
LC\_Boost:10\_Subsample:0.30&3578&30&9&21&72.44&34.58&0.54&0.887\\
LC\_Boost:10\_Subsample:0.35&3326&37&254&-217&71.55&31.57&0.58&0.901\\
LC\_Boost:10\_Subsample:0.40&3309&45&263&-218&71.64&31.47&0.57&0.910\\
LC\_Boost:10\_Subsample:0.45&3547&70&0&70&71.41&30.21&0.60&0.910\\
LC\_Boost:10\_Subsample:0.50&3540&77&0&77&71.30&29.91&0.61&0.914\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Nasa93-Datasets (pg 3 of 6)}\label{Results-Boosting-Subsampling-Nasa93-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&3538&79&0&79&71.35&30.02&0.62&0.911\\
LC\_Boost:10\_Subsample:0.60&3538&79&0&79&71.63&30.20&0.61&0.914\\
LC\_Boost:10\_Subsample:0.65&3537&80&0&80&71.95&30.18&0.61&0.912\\
LC\_Boost:10\_Subsample:0.70&3524&93&0&93&72.06&30.22&0.62&0.913\\
LC\_Boost:10\_Subsample:0.75&3523&94&0&94&72.12&30.06&0.62&0.911\\
LC\_Boost:10\_Subsample:0.80&3522&95&0&95&72.14&30.06&0.62&0.914\\
LC\_Boost:10\_Subsample:0.85&3521&96&0&96&72.16&29.88&0.62&0.914\\
LC\_Boost:10\_Subsample:0.90&3521&96&0&96&72.03&30.04&0.63&0.914\\
LC\_Boost:10\_Subsample:0.95&3521&96&0&96&72.03&30.03&0.63&0.915\\
LC\_Boost:15\_Subsample:0.15&2263&0&1354&-1354&88.88&44.81&0.39&0.839\\
LC\_Boost:15\_Subsample:0.20&3096&27&494&-467&77.89&36.73&0.53&0.865\\
LC\_Boost:15\_Subsample:0.25&3589&28&0&28&74.15&35.43&0.55&0.866\\
LC\_Boost:15\_Subsample:0.30&3529&37&51&-14&72.73&33.57&0.54&0.886\\
LC\_Boost:15\_Subsample:0.35&3321&40&256&-216&72.35&31.71&0.58&0.898\\
LC\_Boost:15\_Subsample:0.40&3302&48&267&-219&71.92&31.95&0.56&0.909\\
LC\_Boost:15\_Subsample:0.45&3556&61&0&61&71.56&30.24&0.60&0.909\\
LC\_Boost:15\_Subsample:0.50&3540&77&0&77&71.35&29.91&0.62&0.912\\
LC\_Boost:15\_Subsample:0.55&3540&77&0&77&71.31&29.88&0.62&0.912\\
LC\_Boost:15\_Subsample:0.60&3538&79&0&79&71.64&30.18&0.61&0.913\\
LC\_Boost:15\_Subsample:0.65&3537&80&0&80&71.94&30.26&0.62&0.913\\
LC\_Boost:15\_Subsample:0.70&3524&93&0&93&72.04&30.15&0.62&0.911\\
LC\_Boost:15\_Subsample:0.75&3523&94&0&94&72.12&29.92&0.62&0.911\\
LC\_Boost:15\_Subsample:0.80&3522&95&0&95&72.15&30.18&0.62&0.910\\
LC\_Boost:15\_Subsample:0.85&3521&96&0&96&72.17&29.99&0.62&0.914\\
LC\_Boost:15\_Subsample:0.90&3521&96&0&96&72.03&29.93&0.63&0.913\\
LC\_Boost:15\_Subsample:0.95&3521&96&0&96&72.03&29.92&0.63&0.914\\
LC\_Boost:20\_Subsample:0.15&2208&0&1409&-1409&89.70&46.04&0.38&0.829\\
LC\_Boost:20\_Subsample:0.20&3063&27&527&-500&77.60&37.48&0.51&0.861\\
LC\_Boost:20\_Subsample:0.25&3583&28&6&22&74.45&35.69&0.54&0.863\\
LC\_Boost:20\_Subsample:0.30&3585&31&1&30&72.60&34.59&0.54&0.886\\
LC\_Boost:20\_Subsample:0.35&3315&39&263&-224&72.03&32.01&0.58&0.899\\
LC\_Boost:20\_Subsample:0.40&3295&47&275&-228&71.96&32.14&0.56&0.910\\
LC\_Boost:20\_Subsample:0.45&3559&58&0&58&71.59&30.35&0.60&0.909\\
LC\_Boost:20\_Subsample:0.50&3540&77&0&77&71.36&29.88&0.61&0.912\\
LC\_Boost:20\_Subsample:0.55&3540&77&0&77&71.32&29.92&0.62&0.911\\
LC\_Boost:20\_Subsample:0.60&3538&79&0&79&71.62&30.22&0.61&0.914\\
LC\_Boost:20\_Subsample:0.65&3537&80&0&80&71.95&30.29&0.61&0.912\\
LC\_Boost:20\_Subsample:0.70&3525&92&0&92&72.05&30.15&0.62&0.913\\
LC\_Boost:20\_Subsample:0.75&3523&94&0&94&72.13&29.93&0.62&0.912\\
LC\_Boost:20\_Subsample:0.80&3522&95&0&95&72.15&30.18&0.62&0.914\\
LC\_Boost:20\_Subsample:0.85&3521&96&0&96&72.18&29.99&0.62&0.913\\
LC\_Boost:20\_Subsample:0.90&3521&96&0&96&72.03&29.93&0.63&0.915\\
LC\_Boost:20\_Subsample:0.95&3521&96&0&96&72.03&29.92&0.63&0.914\\
LC\_Boost:25\_Subsample:0.15&2255&0&1362&-1362&90.84&45.06&0.39&0.828\\
LC\_Boost:25\_Subsample:0.20&3090&29&498&-469&78.06&37.52&0.52&0.858\\
LC\_Boost:25\_Subsample:0.25&3588&28&1&27&74.93&35.64&0.54&0.860\\
LC\_Boost:25\_Subsample:0.30&3567&31&19&12&72.77&34.14&0.54&0.885\\
LC\_Boost:25\_Subsample:0.35&3313&40&264&-224&72.33&31.44&0.58&0.899\\
LC\_Boost:25\_Subsample:0.40&3285&48&284&-236&72.08&32.15&0.56&0.908\\
LC\_Boost:25\_Subsample:0.45&3560&57&0&57&71.65&30.28&0.60&0.909\\
LC\_Boost:25\_Subsample:0.50&3540&77&0&77&71.38&29.90&0.62&0.911\\
LC\_Boost:25\_Subsample:0.55&3540&77&0&77&71.30&29.98&0.62&0.904\\
LC\_Boost:25\_Subsample:0.60&3538&79&0&79&71.63&30.18&0.61&0.898\\
LC\_Boost:25\_Subsample:0.65&3537&80&0&80&71.95&30.14&0.62&0.903\\
LC\_Boost:25\_Subsample:0.70&3524&93&0&93&72.05&30.24&0.62&0.911\\
LC\_Boost:25\_Subsample:0.75&3523&94&0&94&72.13&30.03&0.62&0.911\\
LC\_Boost:25\_Subsample:0.80&3522&95&0&95&72.15&30.07&0.62&0.912\\
LC\_Boost:25\_Subsample:0.85&3521&96&0&96&72.18&29.88&0.62&0.914\\
LC\_Boost:25\_Subsample:0.90&3521&96&0&96&72.03&30.04&0.63&0.915\\
LC\_Boost:25\_Subsample:0.95&3521&96&0&96&72.03&30.03&0.63&0.915\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Nasa93-Datasets (pg 4 of 6)}\label{Results-Boosting-Subsampling-Nasa93-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&2218&0&1399&-1399&91.53&46.23&0.37&0.825\\
LC\_Boost:30\_Subsample:0.20&3104&27&486&-459&77.67&37.13&0.53&0.860\\
LC\_Boost:30\_Subsample:0.25&3588&28&1&27&74.74&35.87&0.54&0.861\\
LC\_Boost:30\_Subsample:0.30&3585&31&1&30&72.70&35.00&0.54&0.885\\
LC\_Boost:30\_Subsample:0.35&3315&38&264&-226&72.07&31.98&0.59&0.900\\
LC\_Boost:30\_Subsample:0.40&3286&46&285&-239&72.10&32.06&0.55&0.909\\
LC\_Boost:30\_Subsample:0.45&3560&57&0&57&71.66&30.30&0.59&0.909\\
LC\_Boost:30\_Subsample:0.50&3540&77&0&77&71.38&29.87&0.61&0.911\\
LC\_Boost:30\_Subsample:0.55&3540&77&0&77&71.31&30.01&0.62&0.912\\
LC\_Boost:30\_Subsample:0.60&3538&79&0&79&71.62&30.18&0.61&0.913\\
LC\_Boost:30\_Subsample:0.65&3537&80&0&80&71.95&30.16&0.62&0.913\\
LC\_Boost:30\_Subsample:0.70&3525&92&0&92&72.05&30.23&0.62&0.911\\
LC\_Boost:30\_Subsample:0.75&3523&94&0&94&72.13&30.04&0.62&0.913\\
LC\_Boost:30\_Subsample:0.80&3522&95&0&95&72.15&30.07&0.62&0.911\\
LC\_Boost:30\_Subsample:0.85&3521&96&0&96&72.18&29.88&0.62&0.914\\
LC\_Boost:30\_Subsample:0.90&3521&96&0&96&72.03&30.04&0.63&0.913\\
LC\_Boost:30\_Subsample:0.95&3521&96&0&96&72.03&29.92&0.63&0.915\\
LC\_Boost:35\_Subsample:0.15&2246&0&1371&-1371&92.09&45.44&0.39&0.822\\
LC\_Boost:35\_Subsample:0.20&3104&27&486&-459&78.43&37.57&0.52&0.854\\
LC\_Boost:35\_Subsample:0.25&3587&28&2&26&75.09&35.89&0.54&0.860\\
LC\_Boost:35\_Subsample:0.30&3566&31&20&11&72.79&34.41&0.54&0.885\\
LC\_Boost:35\_Subsample:0.35&3314&39&264&-225&72.34&31.47&0.58&0.899\\
LC\_Boost:35\_Subsample:0.40&3282&49&286&-237&72.17&32.03&0.57&0.903\\
LC\_Boost:35\_Subsample:0.45&3561&56&0&56&71.69&30.37&0.60&0.909\\
LC\_Boost:35\_Subsample:0.50&3540&77&0&77&71.39&29.88&0.61&0.903\\
LC\_Boost:35\_Subsample:0.55&3540&77&0&77&71.30&29.90&0.62&0.904\\
LC\_Boost:35\_Subsample:0.60&3538&79&0&79&71.62&30.20&0.61&0.898\\
LC\_Boost:35\_Subsample:0.65&3537&80&0&80&71.95&30.27&0.62&0.900\\
LC\_Boost:35\_Subsample:0.70&3525&92&0&92&72.05&30.16&0.62&0.911\\
LC\_Boost:35\_Subsample:0.75&3523&94&0&94&72.13&29.92&0.62&0.911\\
LC\_Boost:35\_Subsample:0.80&3522&95&0&95&72.16&30.18&0.62&0.912\\
LC\_Boost:35\_Subsample:0.85&3521&96&0&96&72.18&29.88&0.62&0.914\\
LC\_Boost:35\_Subsample:0.90&3521&96&0&96&72.03&29.93&0.63&0.915\\
LC\_Boost:35\_Subsample:0.95&3521&96&0&96&72.03&29.92&0.63&0.915\\
LC\_Boost:40\_Subsample:0.15&2203&0&1414&-1414&92.60&46.58&0.38&0.820\\
LC\_Boost:40\_Subsample:0.20&3107&26&484&-458&77.80&37.55&0.52&0.859\\
LC\_Boost:40\_Subsample:0.25&3588&28&1&27&75.12&35.99&0.54&0.859\\
LC\_Boost:40\_Subsample:0.30&3577&31&9&22&72.74&35.11&0.54&0.885\\
LC\_Boost:40\_Subsample:0.35&3315&38&264&-226&72.18&31.86&0.58&0.899\\
LC\_Boost:40\_Subsample:0.40&3285&47&285&-238&72.17&31.89&0.56&0.910\\
LC\_Boost:40\_Subsample:0.45&3561&56&0&56&71.69&30.31&0.60&0.909\\
LC\_Boost:40\_Subsample:0.50&3540&77&0&77&71.39&29.86&0.61&0.912\\
LC\_Boost:40\_Subsample:0.55&3539&78&0&78&71.30&29.92&0.62&0.911\\
LC\_Boost:40\_Subsample:0.60&3538&79&0&79&71.62&30.18&0.61&0.915\\
LC\_Boost:40\_Subsample:0.65&3537&80&0&80&71.95&30.15&0.62&0.913\\
LC\_Boost:40\_Subsample:0.70&3525&92&0&92&72.05&30.16&0.62&0.913\\
LC\_Boost:40\_Subsample:0.75&3523&94&0&94&72.13&29.92&0.62&0.910\\
LC\_Boost:40\_Subsample:0.80&3522&95&0&95&72.16&30.07&0.62&0.913\\
LC\_Boost:40\_Subsample:0.85&3521&96&0&96&72.18&29.88&0.62&0.913\\
LC\_Boost:40\_Subsample:0.90&3521&96&0&96&72.03&30.04&0.63&0.914\\
LC\_Boost:40\_Subsample:0.95&3521&96&0&96&72.03&30.03&0.63&0.913\\
LC\_Boost:45\_Subsample:0.15&2247&0&1370&-1370&92.95&45.67&0.39&0.821\\
LC\_Boost:45\_Subsample:0.20&3111&27&479&-452&78.28&37.28&0.52&0.856\\
LC\_Boost:45\_Subsample:0.25&3587&28&2&26&75.16&35.90&0.54&0.859\\
LC\_Boost:45\_Subsample:0.30&3566&31&20&11&72.82&34.75&0.54&0.885\\
LC\_Boost:45\_Subsample:0.35&3314&39&264&-225&72.33&31.63&0.58&0.899\\
LC\_Boost:45\_Subsample:0.40&3281&49&287&-238&72.22&31.64&0.55&0.910\\
LC\_Boost:45\_Subsample:0.45&3561&56&0&56&71.72&30.31&0.61&0.908\\
LC\_Boost:45\_Subsample:0.50&3540&77&0&77&71.40&29.87&0.61&0.912\\
LC\_Boost:45\_Subsample:0.55&3539&78&0&78&71.29&29.99&0.62&0.912\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Nasa93-Datasets (pg 5 of 6)}\label{Results-Boosting-Subsampling-Nasa93-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&3538&79&0&79&71.62&30.18&0.61&0.914\\
LC\_Boost:45\_Subsample:0.65&3537&80&0&80&71.95&30.14&0.62&0.913\\
LC\_Boost:45\_Subsample:0.70&3525&92&0&92&72.05&30.16&0.62&0.911\\
LC\_Boost:45\_Subsample:0.75&3523&94&0&94&72.13&29.92&0.62&0.912\\
LC\_Boost:45\_Subsample:0.80&3522&95&0&95&72.16&30.07&0.62&0.911\\
LC\_Boost:45\_Subsample:0.85&3521&96&0&96&72.18&29.88&0.62&0.913\\
LC\_Boost:45\_Subsample:0.90&3521&96&0&96&72.03&29.93&0.63&0.913\\
LC\_Boost:45\_Subsample:0.95&3521&96&0&96&72.03&29.92&0.63&0.913\\
LC\_Boost:50\_Subsample:0.15&2221&0&1396&-1396&92.99&46.05&0.38&0.817\\
LC\_Boost:50\_Subsample:0.20&3109&26&482&-456&78.12&37.33&0.52&0.855\\
LC\_Boost:50\_Subsample:0.25&3588&28&1&27&75.19&35.97&0.55&0.859\\
LC\_Boost:50\_Subsample:0.30&3582&31&4&27&72.78&35.11&0.54&0.884\\
LC\_Boost:50\_Subsample:0.35&3315&38&264&-226&72.18&31.85&0.59&0.899\\
LC\_Boost:50\_Subsample:0.40&3280&48&289&-241&72.22&31.77&0.56&0.909\\
LC\_Boost:50\_Subsample:0.45&3561&56&0&56&71.71&30.40&0.60&0.908\\
LC\_Boost:50\_Subsample:0.50&3540&77&0&77&71.40&29.86&0.61&0.911\\
LC\_Boost:50\_Subsample:0.55&3539&78&0&78&71.30&29.92&0.62&0.911\\
LC\_Boost:50\_Subsample:0.60&3538&79&0&79&71.61&30.20&0.61&0.913\\
LC\_Boost:50\_Subsample:0.65&3537&80&0&80&71.95&30.28&0.62&0.913\\
LC\_Boost:50\_Subsample:0.70&3525&92&0&92&72.05&30.16&0.62&0.912\\
LC\_Boost:50\_Subsample:0.75&3523&94&0&94&72.13&29.92&0.62&0.911\\
LC\_Boost:50\_Subsample:0.80&3522&95&0&95&72.16&30.19&0.62&0.911\\
LC\_Boost:50\_Subsample:0.85&3521&96&0&96&72.18&29.99&0.62&0.913\\
LC\_Boost:50\_Subsample:0.90&3521&96&0&96&72.03&29.93&0.63&0.913\\
LC\_Boost:50\_Subsample:0.95&3521&96&0&96&72.03&29.92&0.63&0.913\\
LC\_Boost:5\_Subsample:0.15&2472&9&1136&-1127&80.55&39.95&0.45&0.859\\
LC\_Boost:5\_Subsample:0.20&3220&22&375&-353&78.60&35.77&0.53&0.865\\
LC\_Boost:5\_Subsample:0.25&3531&46&40&6&72.70&34.03&0.56&0.882\\
LC\_Boost:5\_Subsample:0.30&3572&42&3&39&72.52&32.42&0.57&0.888\\
LC\_Boost:5\_Subsample:0.35&3330&44&243&-199&72.47&30.89&0.59&0.900\\
LC\_Boost:5\_Subsample:0.40&3329&55&233&-178&71.33&31.18&0.59&0.911\\
LC\_Boost:5\_Subsample:0.45&3545&72&0&72&71.30&30.06&0.61&0.913\\
LC\_Boost:5\_Subsample:0.50&3539&78&0&78&71.29&30.18&0.62&0.914\\
LC\_Boost:5\_Subsample:0.55&3538&79&0&79&71.36&29.97&0.63&0.896\\
LC\_Boost:5\_Subsample:0.60&3538&79&0&79&71.68&30.16&0.63&0.914\\
LC\_Boost:5\_Subsample:0.65&3534&83&0&83&71.94&30.08&0.62&0.912\\
LC\_Boost:5\_Subsample:0.70&3524&93&0&93&72.03&30.20&0.62&0.914\\
LC\_Boost:5\_Subsample:0.75&3522&95&0&95&72.11&30.03&0.62&0.912\\
LC\_Boost:5\_Subsample:0.80&3522&95&0&95&72.13&30.04&0.62&0.896\\
LC\_Boost:5\_Subsample:0.85&3521&96&0&96&72.15&29.89&0.63&0.914\\
LC\_Boost:5\_Subsample:0.90&3521&96&0&96&72.02&30.04&0.63&0.912\\
LC\_Boost:5\_Subsample:0.95&3521&96&0&96&72.03&30.03&0.63&0.914\\
\hline
\end{tabular}
}
\end{center}
\caption{Results-Boosting-Subsampling-Nasa93-Datasets (pg 6 of 6)}\label{Results-Boosting-Subsampling-Nasa93-Datasets-6}
\end{table}