Risk Prediction for Ship Encounter Situation Awareness Using Long Short-Term Memory Based Deep Learning on Intership Behaviors

Table 3

Records of time windows.

Category of situation	Total	Training set	Validation set	Test set
		Individual	Individual	Individual
Crossing situation	185208	45774	5100	2600
Head-on situation		74805	8310	2250
Overtaking situation		39219	4350	2800