Scientific Programming / 2020 / Article / Tab 9

Research Article

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

Table 9

Results of different dropout values.

DropoutAccuracy (%)Loss (%)Time (s)

LSTM-BO0.181.620.23481265
0.282.140.22671136
0.382.060.22851148
0.482.050.22741143
0.581.980.23541254

CNN-BO0.187.720.18331249
0.288.740.16371172
0.388.720.15901184
0.488.390.16841227
0.587.430.18421265

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