Using rules to speed up labelling by 2x

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I have developed a tool to label documents using rules, and ran some experiments on a multi-class problem where I have 3000 Amazon product descriptions that belong to 24 product categories. I show how using a combination of rules and random labelling is much less time consuming and achieves better results than just performing random labelling.

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