YouTube spam classification 10 labeling functions (weak_labels) 0 as HAM 1 as SPAM -1 as ABSTAIN Labeling functions list: keyword_my, keyword_subscribe, keyword_link, keyword_please, keyword_song, regex_check_out, short_comment, has_person_nlp, textblob_polarity, textblob_subjectivity, Keyword_my : Spam comments talk about 'my channel', 'my video', etc. Keyword_subscribe : Spam comments ask users to subscribe to their channels. Keyword_link : Spam comments post links to other channels. Keyword_please : Spam comments make requests rather than commenting. Keyword_song : Ham comments actually talk about the video’s content. Regex_check_out : Spam comments request users check other links. Short_comment : Ham comments are often short, such as 'cool video!’. Has_person_nlp : Ham comments mention specific people and are short. Textblob_polarity : Ham comments if polarity scores > 0.9 Textblob_subjectivity : Ham comments if subjectivity scores >= 0.5