ELATE: Evolutionary Language model for Automated Time-series Engineering

Andrew Murray, Danial Dervovic, Michael Cashmore

Time-series prediction involves forecasting future values using machine learning models. Feature engineering, whereby existing features are transformed to make new ones, is critica…