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Table 2 Evaluation results of the supervised learning approach

From: Deep-Eware: spatio-temporal social event detection using a hybrid learning model

Category/evaluation measure

Actual

Recall

Accuracy

Precision

F1

COVID-19 /Health

18

1.00

1.00

0.70

0.82

Politics

146

0.78

0.99

0.97

0.86

Tourism

41

0.53

0.99

0.98

0.69

Sports

69

0.82

0.99

0.86

0.84

Economy

44

0.88

1.00

0.98

0.92

Jobs

25

0.68

1.00

1.00

0.81

Promotions

10

0.26

0.99

1.00

0.41

Incidents

123

0.95

1.00

0.99

0.97

Religion

74

0.84

1.00

0.99

0.91

Celebrations

17

0.76

1.00

0.94

0.84

Education

29

0.87

1.00

0.90

0.88

Weather

3

0.17

1.00

0.67

0.27

Others

3801

1.00

0.98

0.95

0.98

# Bi-labels / Multilabels Tweets

303

 

Total Tweets

4703