Journal of Cloud Computing

Advances, Systems and Applications

Table 13 Comparison of the validation accuracy results of the proposed model with those of previous studies

From: MBi-GRUMCONV: A novel Multi Bi-GRU and Multi CNN-Based deep learning model for social media sentiment analysis

Author	Model	Accuracy (%)
Chen et al. [90]	CNN-Bi-LSTM	82.30
Shaukat et al. [53]	Multi Layer Perceptron	86.67
Pang and Lee [7]	NB-SVM	87.20
Derra [44]	2 Bi-LSTM	88.36
Ghorbani, et al. [48]	CNN-LSTM-CNN	89.02
Rathor and Agrawal [91]	Temporal CNN	89.27
Yenter and Verma [47]	CNN-LSTM	89.50
Ghosh [86]	Linear SVM	91.10
Amit [43]	MBi-LSTMGLoVe	93.55
Proposed Model	MBi-GRUMCONV	94.67

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