Deep Learning Structure for Cross-Domain Sentiment Classification Based on Improved Cross Entropy and Weight
Table 13
Comparison of classification results on different network models.
Dataset
Model
Accuracy (%)
Loss (%)
Time (s)
English dataset
W-RNN
82.54
0.4500
1346
W-RNN-BO
83.32
0.1430
1267
Chinese dataset
W-RNN
90.66
0.4616
1753
W-RNN-BO
91.25
0.1405
1648
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.