DeeBERT-S3WD: Three-Way Multigranularity Decision for Interactive Information Sentiment Analysis Research

Table 2

Sentiment classification results.

Method	Class	Total accuracy	Accuracy	F1
SVM	Positive	0.7694	0.7837	0.7549
	Negative		0.7551	0.7396
CNN	Positive	0.7759	0.8063	0.7834
	Negative		0.7455	0.7188
DeeBERT	Positive	0.8023	0.7953	0.7849
	Negative		0.8092	0.8214
DeeBERT-S3WD	Positive	0.8177	0.8090	0.7951
	Negative		0.8264	0.846
BERT	Positive	0.818	0.8102	0.8231
	Negative		0.8257	0.8325
RoBERTa	Positive	0.8301	0.8215	0.8336
	Negative		0.8387	0.8597
DeBERTa	Positive	0.8346	0.8324	0.8437
	Negative		0.8367	0.8664