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. 2021 Jun 1;75:168–185. doi: 10.1016/j.inffus.2021.05.015

Table 9.

The results of discussion about spatial–temporal networks. “M” means ×106. Batch time means the runtime of each batch in the model testing.

Method Accuracy Precision Sensitivity Specificity F1-score AUC Model size Batch time
DyHAN [113] 0.9008 0.9368 0.9479 0.9258 0.9312 0.8918 184.5M 2.10 s
CE-LSTM [114] 0.9161 0.9458 0.9585 0.9287 0.9372 0.9035 273.6M 2.12 s

Ours 0.9810 0.9889 0.9861 0.9859 0.9875 0.9908 76.4M 1.14 s