Scientific Programming / 2020 / Article / Tab 5

Research Article

Deep Learning Structure for Cross-Domain Sentiment Classification Based on Improved Cross Entropy and Weight

Table 5

Model superparameter settings.

LSTMLSTM-BOCNNCNN-BOW-RNN

Hidden_dam256256256256256
Batch_size3232323232
Embedding_dam5050505050
Filters250250
Kernel_size33
Max_features50005000500050005000
Epoch1010101010
Min_count1010101010
Dropout0.20.20.20.20.5
Activation functionSigmoidSigmoidReluReluSigmoid

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