Stock market forecasting

I am using ARIMA and Artificial Neural Network to forecast univariate stock index. I need to do the chapter 4 analysis for both models. Use 80% of data set to train both models and then forecast and then compare with 20% test set then calculate forecast accuracy of both models using MAPE, RMSE

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