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