News Finding: Ghulati insisted that the data wouldn't be biased towards a platform or a brand--it would simply provide the information for investors or advertisers to make up their own minds.
Paper Finding: We can see that, among the hand-crafted features, the lexical features yield the best results, i.e., words are the most indicative features.
News Context: When advertising platforms were inadvertently creating an incentive for made-up content by allowing anyone to make money from adverts on content regardless of whether it was made up, it made sense to fix that unintended consequence." Ghulati insisted that the data wouldn't be biased towards a platform or a brand--it would simply provide the information for investors or advertisers to make up their own minds. Babakar said that this could be a realistic way of limiting distribution of very low quality content, by acting as a "spam filter."
Paper Context: SVMs have proven to perform well in different classification settings, including in the case of small and noisy datasets. We can see that, among the hand-crafted features, the lexical features yield the best results, i.e., words are the most indicative features. The good results of the stylometric features indicate that the intricacies of language use are highly discriminative.