Research Article

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

Table 3

Hyper-parameter setting.

Hyper-parameter Description Value

d word vector dimension 100
ā€‰ convolution width 3,4,5
H number of convolutions 64,64,64
L2 L2 regularization lambda 0.5
dropout dropout keep probability 0.5
mini-batch mini-batch gradient descent 50