Statistical and Machine Learning forecasting methods: Concerns and ways forward

Short summary

Machine Learning (ML) methods are outperformed by traditional statistical methods in time series forecasting accuracy across all horizons and computational requirements, according to an evaluation of 1045 monthly series from the M3 Competition.

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