Table 1 Information about the experimental datasets before and after the preprocessing steps.
Types | Gillnetter | Hook and liner | Trawler | Fish carrier | Stow net vessel | Total | |
|---|---|---|---|---|---|---|---|
Training dataset | Quantity of trajectory before processing | 2,200,392 | 461,421 | 2,263,518 | 783,564 | 977,451 | 6,686,346 |
Quantity of trajectory after processing | 1,919,832 | 430,860 | 2,261,013 | 682,863 | 960,417 | 6,254,985 | |
Quantity of fishing vessels after processing | 3,832 | 860 | 4,513 | 1,363 | 1,917 | 12,485 | |
Independent testing dataset | Quantity of trajectory before processing | 110,661 | 27,199 | 113,532 | 45,284 | 48,616 | 306,939 |
Quantity of trajectory after processing | 94,637 | 26,462 | 99,283 | 41,208 | 45,349 | 306,939 | |
Quantity of fishing vessels after processing | 200 | 200 | 200 | 200 | 200 | 1,000 | |
