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Table 11 Average relative change in F1 score using 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

0.4%

−5.7%

−9.2%

−4.0%

GRU

2.3%

−5.4%

−1.3%

−1.8%

Attn

1.1%

−2.8%

−7.7%

−0.7%

GCN

−1.9%

−1.1%

−2.1%

−4.1%

GGConv

2.4%

−1.4%

0.1%

−0.4%

NbConv

5.2%

5.9%

8.2%

2.4%