Table 13 Relative error analysis of ANFIS and hybrid variants in NASDAQ index prediction.

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

 

MARE

MSRE

RMSRE

RMSPE

ANFIS

0.0027003

1.2358 e-7

0.00033702

0.033702

ANFIS-ChHHO

0.00019011

8.2808e-8

0.00028776

0.028776

ANFIS – HHO

0.00021203

1.9621e-7

0.00033716

0.033716

ANFIS – PSO

0.00020295

1.1359e-7

0.00032602

0.033602

ANFIS-GWO

0.00020752

9.755e-6

0.00031233

0.031233

  1. Bold indicates the best results.
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