Journal of Big Data

Table 5 Comparison of HFV + LSTM Model using STS-Gold data set with State-of-the-Art Methods

From: A deep learning-based model using hybrid feature extraction approach for consumer sentiment analysis

ABSA/SA Technique	Precision	Recall	F1-measure	Accuracy	AUC
SABSA	0.791	0.784	0.7875	0.782	0.763
SentiVec	0.845	0.837	0.841	0.841	0.817
Ngram + TF-IDF + SVM	0.831	0.817	0.824	0.815	0.803
SEML	0.826	0.809	0.8175	0.811	0.798
MTMVN	0.776	0.758	0.767	0.762	0.748
HFV + LSTM	0.927	0.899	0.913	0.900	0.899

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