In the text sentiment classification task. some words are seemingly unrelated to the classification task. but they have a direct impact on the performance of classification model. For example. https://www.machitoorchestranyc.com/product-category/protectors/
Protectors
Internet 2 hours 34 minutes ago qcfeqpj5fg13aWeb Directory Categories
Web Directory Search
New Site Listings