Table 5 Network results based on AUC statistical indices for various proposed MVOMLP swarm size.

From: Management and prediction of river flood utilizing optimization approach of artificial intelligence evolutionary algorithms

Population size

Network AUC results

Scoring

Total score

Rank

Training

Testing

Training

Testing

50

0.9829

0.9653

1

5

6

9

100

0.9867

0.9653

4

5

9

6

150

0.9829

0.9674

1

7

8

8

200

0.987

0.9746

5

10

15

3

250

0.9877

0.9366

8

1

9

6

300

0.9914

0.9679

10

8

18

1

350

0.9849

0.9615

3

3

6

9

400

0.9873

0.9645

6

4

10

5

450

0.9898

0.9531

9

2

11

4

500

0.9874

0.9696

7

9

16

2

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