We Built a Fake News & Click-bait Filter:What Happened Next Will Blow Your Mind!
Table 2: Performance of the individual groups of hand-crafted features.
['[BOLD] Features', '[BOLD] P', '[BOLD] R', '[BOLD] F1', '[BOLD] Acc']
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. The next group is the one with the grammatical features, which shows good performance in terms of Precision. The last one are the embedding features, which although having low individual performance, contribute to the overall performance of the system as shown in next paragraph.