Scientific Programming / 2020 / Article / Tab 10

Research Article

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

Table 10

Comparison of classification results on different network models.

DatasetNetwork modelAccuracy (%)Loss (%)Time (s)

English datasetLSTM80.980.81701187
LSTM-BO82.140.22671136
CNN88.340.55881374
CNN-BO88.740.16371172

Chinese datasetLSTM86.920.68201425
LSTM-BO87.510.17051263
CNN88.840.58741523
CNN-BO88.910.22311395

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