Table 11.
Model | Accuracy F1 of Different Dimension | |||||||
---|---|---|---|---|---|---|---|---|
200 | 300 | 500 | 800 | |||||
Acc | F1 | Acc | F1 | Acc | F1 | Acc | F1 | |
FW | 0.9028 | 0.9026 | 0.8988 | 0.8987 | 0.8975 | 0.8974 | 0.9 | 0.8999 |
P2 | 0.7953 | 0.7932 | 0.77 | 0.7679 | 0.7945 | 0.7925 | 0.794 | 0.792 |
PW | 0.8125 | 0.811 | 0.8208 | 0.8195 | 0.811 | 0.8097 | 0.8088 | 0.8074 |
FP2 | 0.902 | 0.9019 | 0.8975 | 0.8975 | 0.8983 | 0.8982 | 0.901 | 0.9009 |
FPW | 0.8975 | 0.8974 | 0.8925 | 0.8924 | 0.8878 | 0.8877 | 0.8855 | 0.8853 |
FPC | 0.8958 | 0.8957 | 0.8938 | 0.8937 | 0.8928 | 0.8927 | 0.8928 | 0.8927 |
Accuracy and F1 of Baselines | ||||||||
Model | Acc | F1 | ||||||
TF–IDF | 0.5008 | 0.5004 | ||||||
LDA | 0.7833 | 0.7778 | ||||||
Word2Vec | 0.8825 | 0.8823 |