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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