Question: The issue with rule - based approaches for text analytics is that while we do have the actual corpus ( text ) and the labels,

The issue with rule-based approaches for text analytics is that while we do have the actual corpus (text) and the labels, we may need to represent the corpus across some features, and if these features are not of good quality and do not represent the underlying text, the model that we build will not perform well in predicting labels for a new corpus.
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