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Table 3 Evaluation results of the unsupervised learning approach

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

Category # Clusters # Tweets in clusters # Correct tweets in clusters Average accuracy
Politics 13 177 128 0.76
Economy 4 28 21 0.79
Sports 5 52 36 0.58
Religion 14 125 111 0.91
Education 1 14 8 0.57
Promotions 2 14 10 0.75
Special Events 3 27 18 0.70
COVID-19 /Health 2 25 16 0.64
Tourism 3 21 13 0.62
Others 116 4220   
Total 163 4703