···297297 We can see by the results that Deep Neural Networks outperform our benchmark
298298 classification models, although the time required to train these networks is
299299 significantly greater.
300300+301301+ % models that learn relationships between pixels outperform those that don't
302302+303303+ Of the benchmark classifiers we see the best performance with Random
304304+ Forests and the worst performance with K Nearest Neighbours. As supported
305305+ by the rest of the results, this comes down to a models ability to learn
306306+ the hidden relationships between the pixels. This is made more apparent by
307307+ performance of the Neural Networks.
300308301309 \section{Conclusion} \label{sec:conclusion}
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