Robby Holloman 提问于 2年 之前
1st, this study classified 30,527 messages collected by the KISA from 2020 into gambling- and nongambling-connected groups for experiments. Then, NLP was applied to extract options, and a variety of ML algorithms and hyperparameter tuning (GridSearch) were applied to find optimized parameters. Amongst the 60 experimental outcomes, the case exactly where the okt.morphs KoNLPy of linearSVM was applied to TfidfVectorizer yielded the best performance. A number of algorithms tested in this study classified extra illegal gambling SMSs than the RF algorithm. Current research that detect spam consist of CNN-based filtering with deep finding out [30–32]. Spam filtering primarily based on sentimental evaluation utilizing SentiWordNet has also been proposed [33].
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