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 |