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Journal of Advanced Transportation
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Journal of Advanced Transportation
/
2020
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Article
/
Tab 4
/
Research Article
Risk Prediction for Ship Encounter Situation Awareness Using Long Short-Term Memory Based Deep Learning on Intership Behaviors
Table 4
Confusion matrix under a prediction horizon of 30 seconds.
Risk level
L
LM
M
MH
H
L
903
7
8
15
18
LM
131
117
63
26
31
M
32
20
468
43
43
MH
18
15
62
449
78
H
16
13
32
82
1135
SUM
1100
172
633
615
1305
ACCURACY (%)
82
68
74
73
87