Table 2 The summary of the training set and validation set for towline.

Collection statistics	Characteristics	Training set						Validation set
	Years	2020 to 2023						2020 to 2023
	Data size (MB)	2495.77						624.4
	Data size (MB)	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count
Dataset label	towline	1	583	23	11	45	93	1	179	23	2	45	25
		2	1752	24	19	46	725	2	418	24	7	46	161
		3	923	25	11	47	12	3	193	25	4	47	4
		4	485	26	274	48	36	4	118	26	75	48	11
		5	663	27	17	49	98	5	168	27	3	49	35
		6	38	28	31	50	269	6	10	28	8	50	54
		7	47	29	8	51	1325	7	9	29	2	51	330
		8	34	30	111	52	80	8	8	30	22	52	10
		9	167	31	62	53	283	9	48	31	22	53	82
		10	209	32	118	54	86	10	43	32	33	54	20
		11	220	33	210	55	295	11	74	33	56	55	74
		12	154	34	145	56	103	12	48	34	40	56	19
		13	1112	35	929	57	288	13	275	35	243	57	74
		14	79	36	35	58	194	14	27	36	6	58	48
		15	31	37	153	59	36	15	8	37	26	59	10
		16	59	38	44	60	241	16	17	38	19	60	68
		17	667	39	18	61	20	17	176	39	3	61	4
		18	25	40	12	62	143	18	7	40	0	62	38
		19	9	41	16	63	181	19	3	41	5	63	38
		20	58	42	856	64	114	20	3	42	196	64	29
		21	14	43	17	65	47	21	12	43	6	65	9
		22	1625	44	409			22	402	44	116
		Total	17129					Total	4283

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