Table 3 Results of model evaluation.

From: Exploring political orientation: a comparative analysis of news media and government responses to the Russia-Ukraine conflict

Model

Label

Precision (%)

Recall (%)

F1-score (%)

Accuracy (%)

XGB

Conservative

95.98

89.88

92.83

93.06

 

Progressive

90.49

96.24

93.27

 

BERT

Conservative

93.06

97.03

95.00

94.88

 

Progressive

96.87

92.71

94.74

 
  1. Values that are comparatively higher have been set in bold.
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