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Table 4 Overall performance of series and parallel models for SZII

From: Performance evaluation of series and parallel strategies for financial time series forecasting

Model

Train

Test

MAE

MSE

MAE

MSE

Series models

211.65

89,088.05

1073.89

1,915,569.00

Parallel models

216.23

94,849.02

1100.49

1,965,131.66

ARIMA

224.45

99,255.51

1166.17

2,221,776.70

MLP

215.38

94,577.00

1102.33

1,974,479.94

  1. Lower forecasting error are in bold