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Our HMI produced m = 10 complete data sets.
This step results in a number of complete data sets.
Analysis: The various complete data sets formed are analyzed.
Multiple imputation inference procedures are applied to the resulting multiply imputed complete data sets.
The AUC value was applied to evaluate the performance on the complete data sets.
Considering the results of the complete data sets (AUC) the 4D FAPOA outperforms all other optimal assignment methods.
In the future, we will further evaluate our approach for a more diversity of complete data sets.
Once complete data sets were assembled, they were used as a basis to simulate sparse data sets.
We have used two complete data sets to simulate sparseness by removing data from the training set.
In order to use sustainability information, investors need comparable metrics and complete data sets.
That is why it is so important to consider the complete data sets when discussing these issues".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com