Table 9.
Model | Accuracy and F1 of Different Dimension | |||||||
---|---|---|---|---|---|---|---|---|
200 | 300 | 500 | 800 | |||||
Acc | F1 | Acc | F1 | Acc | F1 | Acc | F1 | |
FW | 0.8083 | 0.8079 | 0.813 | 0.8104 | 0.7833 | 0.7829 | 0.7633 | 0.7632 |
P2 | 0.7605 | 0.7602 | 0.7685 | 0.768 | 0.7623 | 0.762 | 0.7623 | 0.7619 |
PW | 0.816 | 0.8157 | 0.8153 | 0.8147 | 0.8108 | 0.8105 | 0.8148 | 0.8144 |
FP2 | 0.81 | 0.8096 | 0.811 | 0.8083 | 0.7868 | 0.7864 | 0.7675 | 0.7675 |
FPW | 0.8383 | 0.8378 | 0.8373 | 0.8358 | 0.823 | 0.8222 | 0.8185 | 0.8178 |
FPC | 0.8288 | 0.8284 | 0.8343 | 0.8326 | 0.8108 | 0.8102 | 0.8095 | 0.8092 |
Accuracy and F1 of Baselines | ||||||||
Model | Acc | F1 | ||||||
TF–IDF | 0.5973 | 0.5391 | ||||||
LDA | 0.8065 | 0.8059 | ||||||
Word2Vec | 0.8178 | 0.8173 |