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chhoumann authored Jun 12, 2024
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Expand Up @@ -32,7 +32,6 @@ \subsubsection{Category Method \& Pipeline Selection}\label{subsec:category_meth
These pipelines represent the optimal configurations for each oxide, and are used as base estimators in the stacking ensemble.

\subsubsection{Grid Search}\label{subsec:grid_search}
To identify the optimal stacking ensemble configuration, we briefly developed and employed a grid search methodology.
This approach systematically evaluates combinations of top-performing models to determine the best ensemble based on cross-validation metrics.

The grid search process begins by generating all possible combinations of the selected models.
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