Benchmarking supervised classifiers within a design-of-experiments framework: Robust statistical inference in text mining
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Supervised classification based on Bag-of-Words representations is widely used in literary text mining, yet benchmarking practices often remain methodologically fragile. Common problems include feature selection before train/test separation, comparisons based ... ...
