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Advances, Systems and Applications

Table 8 Accuracy values of the proposed model (70%-30%)

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

 

CBOW

Skip Gram

Performance Metric

Dataset Parts

100

200

300

100

200

300

Accuracy (%)

Train

92.58

93.93

94.23

90.40

90.93

94.68

Validation

89.03

89.17

89.49

89.29

89.43

90.37

Test

90.47

93.40

93.13

91.83

91.69

93.65