Hyperparameter Tuning MLPs Impact on Time Series Forecasting

The authors explore the impact of specific hyperparameters, such as context length and validation strategy, on the performance of MLP models in time series forecasting. They introduce a large metadataset named TSBench to enhance understanding and optimization in this field.