Table 8 Performance of BiLSTM-CNN-Attention model on the training dataset by using the tenfold CV.

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

Fold no

Accuracy

Precision

Recall

F1_score

1

0.9789

0.9786

0.9789

0.9782

2

0.9635

0.9635

0.9635

0.9634

3

0.9810

0.9811

0.9810

0.9809

4

0.9849

0.9850

0.9849

0.9849

5

0.9882

0.9883

0.9882

0.9883

6

0.9922

0.9922

0.9922

0.9922

7

0.9855

0.9855

0.9855

0.9855

8

0.9872

0.9872

0.9872

0.9871

9

0.9872

0.9872

0.9872

0.9871

10

0.9844

0.9846

0.9841

0.9843

Avg

0.9833

0.9833

0.9833

0.9832

Back to article page