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ResearchFormerly WizWand

Traffic accident occurrence prediction on Iowa traffic accident dataset (test)

0.585NDCGSpatialRank
0.303160.376330.44950.52267Sep 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SpatialRankK=50, beta=learned2023.090.58523.20.55
SpatialRankK=50, beta=0.52023.090.57122.30.552
SpatialRankK=40, beta=learned2023.090.56326.80.6
HintNetK=502023.090.55620.90.534
SpatialRankK=40, beta=0.52023.090.55626.40.594
Hetero-ConvLSTMK=502023.090.54322.60.534
HintNetK=402023.090.54224.30.59
SpatialRankK=30, beta=learned2023.090.5430.90.618
SpatialRankK=30, beta=0.52023.090.53300.617
GSNetK=502023.090.52620.70.51
Hetero-ConvLSTMK=402023.090.52325.80.589
LSTMK=402023.090.52220.90.518
LSTMK=502023.090.51918.70.474
Hetero-ConvLSTMK=302023.090.51828.90.617
HintNetK=302023.090.51228.90.617
ConvLSTMK=502023.090.51118.90.474
GSNetK=402023.090.50922.20.527
ConvLSTMK=402023.090.50720.70.513
LSTMK=302023.090.50327.80.573
GSNetK=302023.090.49326.50.569
ConvLSTMK=302023.090.4928.20.583
HAK=502023.090.33311.10.231
HAK=402023.090.32613.40.261
HAK=302023.090.31416.70.326