Table 4 Comparison of this study’s results with previously published results based on statistical parameters.

From: Development of soft computing-based models for forecasting water quality index of Lorestan Province, Iran

Literature Studies

Model

Statistical Parameters

COD

RMSE

NSE

MAPE (%)

This study

ANN-FFA

0.9980

0.3340

0.9979

0.7969

Hu et al.83

IMSSA-SVR

0.9880

0.9630

–

5.0620

Hussein et al.84

SVR

–

2.6925

0.9611

–

Mohseni et al.85

XGBOOST

0.9900

3.2730

–

–

Kim et al.86

LSTM

0.9100

0.1100

–

–

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