Technical Deep Dive, Forecasting, Data Science, Model Validation, Evaluation Metric.
is not directly applicable for time series validation. In this context, the size of the test portion should ideally match or exceed the forecast horizon. To ensure an unbiased assessment of model quality, it’s advisable to compute metrics exclusively on a dataset that was not used in training.