Deep learning classifiers appear to distinguish pre-war presidential speeches from others, but the reported high performance is inflated by resampling the full dataset before splitting into train and test sets.
SMOTE: Synthetic Minority Over-sampling Technique,
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Words of War: Exploring the Presidential Rhetorical Arsenal with Deep Learning
Deep learning classifiers appear to distinguish pre-war presidential speeches from others, but the reported high performance is inflated by resampling the full dataset before splitting into train and test sets.