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\pdfminorversion=7
\input{meta}
\input{variables}
\documentclass{tauthesis}
\graphicspath{figures/}
\usepackage{float}
% Graphs
% \usepackage{pgfplots}
% \pgfplotsset{compat=1.15}
% Subfigures and wrapping text
% \usepackage{subcaption}
% Mathematics packages
\usepackage{amsmath}% For the equation* environment, see https://www.overleaf.com/learn/latex/Aligning_equations_with_amsmath
\usepackage{amssymb, amsthm}
%\usepackage{bm}
\usepackage{booktabs} % for better tables
\usepackage{longtable}
\usepackage{multirow}
\usepackage{geometry}
\usepackage[ruled]{algorithm2e}
% for referencing figures, tables, chapters, pages etc.
% has to be loaded after other supported packages
\usepackage{cleveref}
\usepackage{siunitx}
\sisetup{
group-separator={,}, % Use comma as the group separator
round-mode=places, % Use rounding
print-unity-mantissa=false, % Don't print 1 in front of a decimal
round-precision=3, % to two decimal places
round-pad=false, % Do not pad numbers with zeros
exponent-product=\cdot, % Use \cdot as the exponent symbol
separate-uncertainty=true, % separate uncertainty with a +/-
}
\usepackage{dsfont}
%%%%% Glossary and Bibleography
\ifdraftmode\else
\makeglossaries
\loadglsentries[main]{./tex/glossary.tex}
\addbibresource{main.bib}
\fi
\begin{document}
\begin{tabular}{lccc}
\toprule
& ROC-AUC \textuparrow & AUC-PR \textuparrow & min(Re,Pr) \textuparrow \\
\midrule
\underline{Original} & 0.899\(\pm\)0.000 & 0.592\(\pm\)0.001 & 0.543\(\pm\)0.001 \\
100\% Unif noise & 0.827\(\pm\)0.001 \(-8\%\) & 0.402\(\pm\)0.003 \(-32\%\) & 0.416\(\pm\)0.002 \(-23\%\) \\
No timeseries & 0.612\(\pm\)0.000 \(-32\%\) & 0.197\(\pm\)0.000 \(-67\%\) & 0.185\(\pm\)0.000 \(-66\%\) \\
No demographics & 0.896\(\pm\)0.000 \(-0\%\) & 0.590\(\pm\)0.001 \(-0\%\) & 0.542\(\pm\)0.001 \(-0\%\) \\
Shuffle feature types & 0.709\(\pm\)0.000 \(-21\%\) & 0.258\(\pm\)0.001 \(-56\%\) & 0.301\(\pm\)0.001 \(-45\%\) \\
No value embedding & 0.838\(\pm\)0.000 \(-7\%\) & 0.430\(\pm\)0.001 \(-27\%\) & 0.434\(\pm\)0.001 \(-20\%\) \\
No variable embedding & 0.768\(\pm\)0.001 \(-15\%\) & 0.332\(\pm\)0.001 \(-44\%\) & 0.351\(\pm\)0.001 \(-35\%\) \\
No time embedding & 0.895\(\pm\)0.000 \(-0\%\) & 0.581\(\pm\)0.001 \(-2\%\) & 0.555\(\pm\)0.003 \(+2\%\) \\
\bottomrule
\end{tabular}
\end{document}