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update ic sheet (#1168)
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ludwigbothmann authored Nov 14, 2023
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Expand Up @@ -14,5 +14,5 @@ Answer the following questions:
\end{itemize}
\item[2)] In which order (e.g., "A-B-C") can the three goals be tackled?
\item[3)] Write down a pseudo-algorithm for carrying out all three steps (in a sensible order as derived in 2))
\item[4)] Assume the number of hidden layers is $\in{\{1,2,3,4,5\}}$, the number of trees is $\in{\{10,50,100,200\}}$ and the maximal depth is $\in{\{2,3,4,5\}}$. Use 3-fold cross-validation as outer resampling and 4-fold cross-validaion as inner resampling. Compute the total number of model trainings carried out in 3).
\item[4)] Assume the number of hidden layers is $\in{\{1,2,3,4,5\}}$, the number of trees is $\in{\{10,50,100,200\}}$ and the maximal depth is $\in{\{2,3,4,5\}}$. Use 3-fold cross-validation as outer resampling and 4-fold cross-validation as inner resampling. Use grid search and consider all possible hyperparameter combinations. Compute the total number of model trainings carried out in 3).
\end{itemize}

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