Table 5 The parameters of machine learning methods used for comparison.

From: Attention-enhanced and integrated deep learning approach for fishing vessel classification based on multiple features

Algorithms

Hyper-parameters

Value

SVM

C

1.0

Kernel

rbf

Gamma

scale

Degree

6

RF

Criterion

gini

n_estimators

100

max_depth

10

min_samples_split

60

min_samples_leaf

22

XGBoost

learning_rate

0.3

n_estimators

100

max_depth

6

min_child_weight

1

Regularization

lambda

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