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Table 3 Hyperparameters of the TextCNN model

From: Research on sentiment analysis method of opinion mining based on multi-model fusion transfer learning

Parameter

Value

Hidden_size

768

Filter_sizes

(2, 3, 4)

Num_filters

256

Activation Function

Relu

Dropout rate

0.1

Pooling

1-max pooling

Batch size

128

Learning rate

5e-5

Pad size

32

Optimizer

Adam

Criterion

CrossEntropyLoss

num_classes

class_list