Social Network Text Sentiment Analysis Method Based on CNN-BiGRU in Big Data Environment

Table 4

Experimental results of different optimizers.

Optimizers	Accuracy (%)	Precision (%)	Recall (%)	F1 (%)
SGD	84.56	81.43	89.75	85.39
AdaGrad	87.93	84.74	89.07	87.86
Adadelta	88.17	86.85	89.81	88.30
RMSProp	88.55	85.22	92.04	88.49
Adam	88.98	88.86	91.72	90.27

Bold marks the highest value.