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A) Bootstrap procedure to compare the effect of different features during field selection, n-grams and distributed representations analyses. B) The best-performing features from previous analyses were selected to compare different hyperparameter combinations with 5-fold cross validation. Finally, the best-performing features and hyperparameters were used to apply the pipeline to the final test set.
