Table.3 Optimal setting parameters owing to the standalone ANFIS model, optimization algorithm, and Lasso-Reg model.

From: Computational assessment of groundwater salinity distribution within coastal multi-aquifers of Bangladesh

Model/algorithm

Setting-tuning

Value

ANFIS

Epoch number

220

Step Size Decrease

0.9

Initial Step Size

0.01

Step Size Increase

1.1

Cluster number

3–5

SMA

Iteration

500

Population

20

z

0.03

ACOR

Iteration

500

Population

20

Intensification Factor

0.5

Deviation-Distance Ratio

1

OA

Iteration

500

Population

20

\(\alpha\)

0.5

\(\delta\)

0.5

\(\omega\)

0.005

\(\beta\)

1.5

Lasso-Reg

\(\Gamma\)

0–1

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