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Table 1 Relevant studies using machine learning method

From: Implementation of Long Short-Term Memory and Gated Recurrent Units on grouped time-series data to predict stock prices accurately

Model

Metric

Result

Literature

ARIMA-LS-SVM

MSE

0.015

Xiao at al. [10]

 

RMSE

0.108

 

kNNC

MAE

4.42E-05

Khattak at al. [11]

 

RMSE

4.89E-03

 

ARMA-GRACH-NN

RMSE

1.385

Sun at al. [12]