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Table 10 Comparative analysis of the logistic regression model performance with Decision trees, Naïve Bayes and Random Forest classification methods

From: Text mining and determinants of sentiments: Twitter social media usage by traditional media houses in Uganda

Method

Reference

Correct rate (%)

Sensitivity (%)

Specificity (%)

Balanced accuracy (%)

Random Forest

71

66

77

72

Decision Tree

65

62

68

65

Logistic

64

63

64

64

Naïve Bayes

60

51

70

61