Table 18 Comparison of similar studies in the literature.

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

Index

Model

MAE

RMSE

Theil’s U

DJI17

PGCSA-ELM

43.7481

–

0.00164

 

CSA-ELM

98.3678

 

0.0030

 

ELM

156.7445

 

0.0051

IXIC17

PGCSA-ELM

17.6458

 

0.0024

 

CSA-ELM

26.9485

 

0.0028

 

ELM

61.0248

 

0.0064

HSI29

IPSO-LSTM

277.472

367.745

–

S&P50029

RLSTM

12.0105

–

–

EGX-30

ANFIS-ChHHO

27.2965

38.2695

0.0019

EGX-70

ANFIS-ChHHO

1.5336

2.2414

0.0019

EGX-100 (current study)

ANFIS-ChHHO

2.7368

3.8001

0.00161

Back to article page