···7272 various different classification methods from more classical machine
7373 learning, like naive Bayes classifiers, to the currently state of the art,
7474 Neural Networks. In \Cref{sec:background} we will introduce the different
7575- classification methods, \Cref{sec:methods} will explain the way in which
7575+ classification methods, \Cref{sec:method} will explain the way in which
7676 these methods are trained and how they will be evaluated, in
7777 \Cref{sec:results} will discuss the results, and \Cref{sec:conclusion} will
7878 offer our final conclusions.
···117117118118 \todo{This paper is mad \cite{Kotsiantis2007}.}
119119120120- \section{Methods}
120120+ \section{Method} \label{sec:method}
121121122122 % Kelvin Start
123123 \subsection{Benchmarking}\label{benchmarking}
···135135 statistics include:
136136137137 \begin{itemize}
138138- \tightlist
139138 \item
140139 \textbf{Accuracy:}
141140 \[a = \dfrac{|correct\ predictions|}{|predictions|} = \dfrac{tp + tn}{tp + tn + fp + fn}\]