Table 10 Comparative analysis of relative error metrics (MARE, MSRE, RMSRE, RMSPE) for ANFIS and its hybrid variants in predicting the EGX-100 index.

From: Optimizing adaptive neuro-fuzzy inference system model based Chaotic Harris Hawks algorithm for stock prediction

 

MARE

MSRE

RMSRE

RMSPE

ANFIS

0.002621

1.7646e-5

0.0042008

0.42008

ANFIS-ChHHO

0.002595

1.3892e-5

0.0037272

0.37272

ANFIS-HHO

0.002719

1.9621e-5

0.0044296

0.44296

ANFIS-PSO

0.004643

4.4243e-5

0.0066515

0.66515

ANFIS-GWO

0.005294

5.3772e-5

0.0073329

0.73329

  1. Bold indicates the best results.
  2. OR.
  3. If used these metrics additionally.
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