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\section{Problem Description} | ||
\label{sec:problem_description} | ||
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\lipsum[2-5]~\cite{russell2010artificial} | ||
\todo{Some simple description of persistence diagrams} | ||
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The main idea behind this project was to determine whether or not persistence | ||
diagrams built on top of documents from different domains differ significantly | ||
enough between the domains that they alone could be used to classify the texts. | ||
Because of ease of computation we mainly restricted ourselves to generators up | ||
to and including with second dimension. This restriction comes with a benefit | ||
of being somewhat intuitively explainable: generators of dimension 0 count | ||
\todo{explanations} |