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Table 10 Average relative change in F1 score using C+M for violent crimes over all test months (Aug-Dec) in each city

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

Model

Bal

Min

Aus

Chi

HALR

4.1%

2.5%

1.7%

2.8%

GRU

3.3%

1.8%

4.0%

1.3%

Attn

3.7%

4.5%

1.9%

2.1%

GCN

0.1%

−0.4%

−3.0%

−1.4%

GGConv

1.9%

2.5%

−0.1%

0.7%

NbConv

5.0%

6.6%

7.0%

2.2%