EPJ Data Science

Table 6 Average (standard deviation) of monthly F1 score using C+M for violent crime prediction from Aug. to Dec. 2020 for each city

From: Enhancing short-term crime prediction with human mobility flows and deep learning architectures

	Bal	Min	Aus	Chi
HALR	0.390 (0.024)	0.290 (0.056)	0.159 (0.015)	0.269 (0.023)
GRU	0.393 (0.023)	0.284 (0.054)	0.166 (0.014)	0.267 (0.021)
Attn	0.398 (0.024)	0.284 (0.055)	0.160 (0.012)	0.266 (0.019)
GCN	0.370 (0.025)	0.275 (0.051)	0.149 (0.008)	0.266 (0.020)
GGConv	0.387 (0.028)	0.285 (0.048)	0.152 (0.005)	0.268 (0.021)
NbConv	0.400 (0.024)	0.296(0.047)	0.159 (0.007)	0.270 (0.022)

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