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. 2021 Feb 25;16(2):e0245909. doi: 10.1371/journal.pone.0245909

Table 23. Models accuracy performance comparison for SS2 and Vader.

Model BoW TF-IDF Concatenated Features
SS2 Vader SS2 Vader SS2 Vader
RF 0.91 0.84 0.90 0.84 0.92 0.85
XGboost 0.91 0.85 0.90 0.83 0.92 0.85
SVC 0.87 0.80 0.89 0.86 0.89 0.81
ETC 0.92 0.86 0.92 0.86 0.93 0.87
DT 0.91 0.85 0.89 0.82 0.91 0.83