diff --git a/thesis/resources/figures/results/lstm_fertility_results_by_input_length.png b/thesis/resources/figures/results/lstm_fertility_results_by_input_length.png new file mode 100644 index 0000000..60155a2 Binary files /dev/null and b/thesis/resources/figures/results/lstm_fertility_results_by_input_length.png differ diff --git a/thesis/resources/figures/results/lstm_fertility_results_by_resolution.png b/thesis/resources/figures/results/lstm_fertility_results_by_resolution.png new file mode 100644 index 0000000..f386d08 Binary files /dev/null and b/thesis/resources/figures/results/lstm_fertility_results_by_resolution.png differ diff --git a/thesis/resources/figures/results/lstm_ov_over_results_by_input_length.png b/thesis/resources/figures/results/lstm_ov_over_results_by_input_length.png new file mode 100644 index 0000000..5f44e92 Binary files /dev/null and b/thesis/resources/figures/results/lstm_ov_over_results_by_input_length.png differ diff --git a/thesis/resources/figures/results/lstm_ov_over_results_by_resolution.png b/thesis/resources/figures/results/lstm_ov_over_results_by_resolution.png new file mode 100644 index 0000000..d8d9ef3 Binary files /dev/null and b/thesis/resources/figures/results/lstm_ov_over_results_by_resolution.png differ diff --git a/thesis/resources/figures/results/lstm_over_over_results_by_resolution.png b/thesis/resources/figures/results/lstm_over_over_results_by_resolution.png new file mode 100644 index 0000000..e8e64d3 Binary files /dev/null and b/thesis/resources/figures/results/lstm_over_over_results_by_resolution.png differ diff --git a/thesis/sections/results.tex b/thesis/sections/results.tex index de68cd6..2dad49b 100644 --- a/thesis/sections/results.tex +++ b/thesis/sections/results.tex @@ -55,7 +55,20 @@ allowing for a nuanced comparison of approaches and their practical relevance to \subsubsection{Impact of Input Resolution}\label{subsubsec:fert_impact_of_input_resolution} +\begin{figure} + \centering + \includegraphics[width=0.9\textwidth]{resources/figures/results/lstm_fertility_results_by_input_length} + \caption{Performance of LSTM models with different input window lengths and fixes input resolutions for the fertility probability targets MSE} + \label{fig:results_performance_lstm_input_window_length} +\end{figure} + \subsubsection{Impact of Input Window Length}\label{subsubsec:fert_impact_of_historical_context} +\begin{figure} + \centering + \includegraphics[width=0.9\textwidth]{resources/figures/results/lstm_fertility_results_by_input_length} + \caption{Performance of LSTM models with different input resolutions and fixes input window lengths for the fertility probability targets MSE} + \label{fig:results_performance_lstm_input_resolution} +\end{figure} \subsubsection{Comparison with Baselines}\label{subsubsec:fert_comparison_with_baselines}