Question: Four different models were fit to the same time series. The first 100 time periods were used for the training period and the last 12

Four different models were fit to the same time series. The first 100 time periods were used for the training period and the last 12 periods were treated as a validation period. Assume that the models make sense practically and fit the data reasonably well. Below are the RMSE values for each of the models: Model A, Training Period RMSE = 543 Model A, Validation Period RMSE = 690 Model B, Training Period RMSE = 669 Model B, Validation Period RMSE = 675 Model C, Training Period RMSE = 670 Model C, Validation Period RMSE = 650 Model D, Training Period RMSE = 437 Model D, Validation Period RMSE = 375 Which model appears more useful for retrospectively describing the different components of this time series? O Model A O Model B O Model C O Model D
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