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Advances, Systems and Applications

Table 7 Accuracy values of the proposed model (80%-20%)

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

92.80

93.20

94.38

92.42

91.08

95.32

Validation

88.79

87.63

89.75

89.15

89.22

94.67

Test

92.37

93.84

93.92

91.95

92.72

95.34