Table 3 Experimental results for CECKP model and comparison models.
From: A microblog content credibility evaluation model based on collaborative key points
Model | Classification | Accuracy | Precision | Recall | F1 Score |
|---|---|---|---|---|---|
SVM | False | 0.7082 | 0.7052 | 0.7153 | 0.7102 |
True | 0.7119 | 0.7010 | 0.7061 | ||
CNN | False | 0.8280 | 0.8222 | 0.8370 | 0.8295 |
True | 0.8340 | 0.8190 | 0.8264 | ||
R-CNN | False | 0.8452 | 0.8348 | 0.8607 | 0.8475 |
True | 0.8562 | 0.8297 | 0.8427 | ||
H-BLSTM | False | 0.8475 | 0.8428 | 0.8543 | 0.8485 |
True | 0.8523 | 0.8407 | 0.8465 | ||
Att- BiLSTM | False | 0.8607 | 0.8585 | 0.8637 | 0.8611 |
True | 0.8628 | 0.8577 | 0.8602 | ||
CECKP | False | 0.8988 | 0.8966 | 0.9017 | 0.8991 |
True | 0.9011 | 0.8960 | 0.8985 |