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