Commit ca30e076 authored by Alexander Henkel's avatar Alexander Henkel
Browse files

work on soft evaluation

parent ed983480
\begin{figure}[t]
\begin{centering}
\subfloat[Increasing $h$]
{\includegraphics[width=\textwidth]{figures/experiments/supervised_random_noise_null_part_spec_sen.png}}
\subfloat[Increasing $n$]
{\includegraphics[width=\textwidth]{figures/experiments/supervised_random_noise_null_part_f1_s.png}}
\caption[Supervised noisy training part]{\textbf{Supervised noisy training part} Graphs show evaluation on personalizations trained with increasing noise on \textit{null} labels. Values of $n$ are focused to the first $1\%$.}
\label{fig:supervisedNoisyPart}
\end{centering}
\end{figure}
\begin{figure}[t]
\begin{centering}
\includegraphics[width=\textwidth]{figures/experiments/supervised_soft_noise_hw.png}
\caption[Supervised soft noise on hw]{\textbf{Supervised soft noise on hw.} Multiple plots of F1 score (left) and S score (right) for personalized models trained on different noise values in \textit{hw} labels with increasing smoothing of false labels.}
\label{fig:supervisedSoftNoiseHW}
\end{centering}
\end{figure}
\begin{figure}[t]
\begin{centering}
\subfloat
{\includegraphics[width=\textwidth]{figures/experiments/supervised_soft_noise_null_spec_sens.png}}
\subfloat
{\includegraphics[width=\textwidth]{figures/experiments/supervised_soft_noise_null_f1_s.png}}
\caption[Supervised soft noise on null]{\textbf{Supervised soft noise on null.} Graphs show multiple plots for personalized models trained on different noise values in \textit{null} labels with increasing smoothing of false labels.}
\label{fig:supervisedSoftNoiseNull}
\end{centering}
\end{figure}
\begin{table}[ht]
\centering
% spacing in table
\ra{1.3}
\begin{tabular}{@{}lr@{}}
\toprule
Type & Accuracy\\ \midrule
A & 82.47 $\pm$ 3.21 \\
B & 78.47 $\pm$ 2.43 \\
C & 84.30 $\pm$ 2.35 \\
D & 86.81 $\pm$ 3.01 \\
\bottomrule
\end{tabular}
\caption[Table caption]{\textbf{Table caption.} foo bar...\\}
\label{tab:accuracy}
\end{table}
\ No newline at end of file
\begin{table}[ht]
\centering
% spacing in table
\ra{1.3}
\begin{tabular}{|l|rrr|rrr|}
%\toprule
\hline
{} & \multicolumn{3}{c|}{train split} & \multicolumn{3}{c|}{test split} \\
{} & recordings & null labels & hw labels & recordings & null labels & hw labels \\
%\midrule
\hline
synthetic\_01 & 4 & 61712 & 642 & 2 & 28368 & 376 \\
synthetic\_02 & 4 & 61819 & 631 & 2 & 28120 & 382 \\
synthetic\_10 & 3 & 37585 & 322 & 1 & 8976 & 138 \\
\hline
recorded\_01 & 5 & 40577 & 209 & 4 & 74003 & 169 \\
recorded\_02 & 5 & 68898 & 254 & 3 & 66794 & 281 \\
\hline
%\bottomrule
\end{tabular}
\caption[Supervised datasets]{\textbf{Supervised datasets.} Overview of used datasets for supervised evaluations. Each row represents one individual user and each recording has a roughly duration of a average day long usage. Datasets for \textbf{synthetic\_01}, \textbf{synthetic\_02} and \textbf{synthetic\_10} are created as described in \secref{sec:synDataset}. Real world recordings by the base application provide data of \textbf{recorded\_01} and \textbf{recorded\_02}.}
\label{tab:supervisedDatasets}
\end{table}
......@@ -69,7 +69,7 @@
%\input{todo_list}
\bibliographystyle{ieeetr}
\bibliography{bib/introduction,bib/relatedwork.bib,bib/approach.bib}
\bibliography{bib/introduction,bib/relatedwork.bib,bib/approach.bib,bib/experiments.bib}
% bibliography is not in the table of contents per default, add it manually
% enable the \renewcommand for german header
% \renewcommand{\bibname}{Literaturverzeichnis}
......
Supports Markdown
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment