This question might be a little bit subjective, but I am looking for inspiration of how I could tweak this table (It is a confusion matrix)? (I don't like the layout) Do you have any advice?

This is how it looks:

    \documentclass{article}
\usepackage[utf8]{inputenc}

\begin{document}

\begin{table}[]
\centering
\begin{tabular}{l|l|c|c|c}
\multicolumn{2}{c}{}&\multicolumn{2}{c}{References}&\\
\cline{3-4}
\multicolumn{2}{c|}{}&witht&Non&\multicolumn{1}{c}{}\\
\cline{2-4}
\multirow{Predictions}& witht & 34269 & 67101 & \\
\cline{2-4}
& Non & 2969 & 9053 & \\
\cline{2-4}
\multicolumn{1}{c}{} & \multicolumn{1}{c}{Actual} & \multicolumn{1}{c}{$38074$} & \multicolumn{ 1}{c}{$76154$} & \multicolumn{1}{c}{}\\
\end{tabular}
\end{table}

\end{document}

• please, gives us a context of this table in form of a complete but small document, which we can compile as it is and which provide page layout of your document. – Zarko Oct 21 at 6:02
• Please, correct you code that it will become compilable. – Zarko Oct 21 at 6:18
• @Zarko It is a confusion matrix, I edited my post – jennifer ruurs Oct 21 at 6:18
• no, you not add needed packages. also in code is some error. Please test your MWE yourself. – Zarko Oct 21 at 6:20
• I already told you in one of my previous comment. just test you code (MWE) and see errors. Correct this errors (add missing packages at least). – Zarko Oct 21 at 6:39

Your table doesn't seem human-made, it's very likely it's the output of some tool.

However, there are some errors.

The syntax of \multirow is \multirow{number rows}{width}{text} (using * as width in the multirow command, the text argument’s natural width is used, see https://texblog.org/2012/12/21/multi-column-and-multi-row-cells-in-latex-tables/), you missed the first two arguments (hence, it is not clear if "Predictions" should be at center of 2 or 3 rows).

Moreover, you defined 5 columns but only 4 have values.

Since the standard for professional tables says to avoid vertical rules, this is my suggestion (with my supposition about the position of "Prediction"):

\documentclass{article}
\usepackage{booktabs}
\usepackage{array}
\usepackage{multirow}

\begin{document}
\begin{table}[htb]
\centering
\begin{tabular}{llrr}
\toprule
&&\multicolumn{2}{c}{References}\\
\cmidrule{3-4}
&&\multicolumn{1}{c}{witht}&\multicolumn{1}{c}{Non}\\
\midrule
\multirow{2}{*}{Predictions}& witht & 34269 & 67101 \\
& Non & 2969 & 9053  \\
\midrule
Actual & & 38074 & 76154\\
\bottomrule
\end{tabular}
\end{table}
\end{document}


• I indeed used a table generator for it. This looks awesome thank you! – jennifer ruurs Oct 21 at 6:28
• @jenniferruurs You're welcome! Thank you for accepting my answer! – CarLaTeX Oct 21 at 6:38

another possibilities ...

\documentclass{article}
\usepackage{makecell, multirow}
\usepackage{siunitx}
\usepackage{xparse}
\NewExpandableDocumentCommand\mcc{O{1}m}
{\multicolumn{#1}{c}{#2}}

\begin{document}
\begin{table}[ht]
\centering
\setcellgapes{5pt}
\makegapedcells
\sisetup{group-four-digits}
\begin{tabular}{ll *{2}{S[table-format=5.0]}}
\mcc[2]{}       & \mcc[2]{References}   \\
\cline{2-4}
\multirow{2.4}{*}{Predictions}
& width     & 34269 & 67101         \\
%        \cline{2-4}
& Non       & 2969  & 9053          \\
\cline{2-4}
\mcc{Actual}
& \mcc{}    &\mcc{\tablenum[table-format=5.0]{38074}}
& \mcc{\tablenum[table-format=5.0]{76154}}  \\
\cline{2-4}
\end{tabular}
\end{table}
\end{document}