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Table 6 Results for MNB classifier with the best combinations

From: Investigating the impact of pre-processing techniques and pre-trained word embeddings in detecting Arabic health information on social media

Model

Baseline Classifier

Optimized classifier

Metrics

Precision

Recall

F1 Score

Accuracy

Precision

Recall

F1 Score

Accuracy

First Dataset

87.5

84.6

86.0

91.6

89.1

86.6

87.9

92.7

Second Dataset

61.5

55.0

58.1

85.1

66.5

55.6

60.5

86.4