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. 2020 Feb 14;15(2):e0228928. doi: 10.1371/journal.pone.0228928

Table 6. Performance result of classification algorithms (F1-measure).

Model Original dataset (%) Converted dataset (%)
CNN 79.7 80.8
RNN 55.9 70.5
CNN + Doc2vec 93.7 88.3
kNN 80.3 80.1
Logistic regression 89.7 86.9
Naïve Bayes 88.1 87.2
N-gram language model 87.8 85.8