Deep Learning Structure for Cross-Domain Sentiment Classification Based on Improved Cross Entropy and Weight
Table 9
Results of different dropout values.
Dropout
Accuracy (%)
Loss (%)
Time (s)
LSTM-BO
0.1
81.62
0.2348
1265
0.2
82.14
0.2267
1136
0.3
82.06
0.2285
1148
0.4
82.05
0.2274
1143
0.5
81.98
0.2354
1254
CNN-BO
0.1
87.72
0.1833
1249
0.2
88.74
0.1637
1172
0.3
88.72
0.1590
1184
0.4
88.39
0.1684
1227
0.5
87.43
0.1842
1265
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