Research Article

Towards Accurate Deceptive Opinions Detection Based on Word Order-Preserving CNN

Table 4

Effect of OPCNN.

Experimental method Accuracy Recall F1-measure

tf-idf+svm64.53%63.18%64.42%
Bigram+svm66.27%64.13%65.85%
CNN67.33%64.79%67.20%
OPCNN70.02%66.83%69.76%