Deep Learning Structure for Cross-Domain Sentiment Classification Based on Improved Cross Entropy and Weight
Table 12
Comparison of classification results on different network models.
Dataset
Model
Accuracy (%)
Loss (%)
Time (s)
English dataset
RNN
80.98
0.8170
1187
W-RNN
82.54
0.4500
1346
Chinese dataset
RNN
87.47
0.6948
1569
W-RNN
90.66
0.4616
1753
We are committed to sharing findings related to COVID-19 as quickly as possible. We will be providing unlimited waivers of publication charges for accepted research articles as well as case reports and case series related to COVID-19. Review articles are excluded from this waiver policy. Sign up here as a reviewer to help fast-track new submissions.
