Graphs, recommendations, and time series · MLD-0623
Lag feature
A feature constructed from an earlier value in a time-ordered sequence.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Use yesterday's demand to forecast today's demand.
Original caveat
Only values available at prediction time should be used.
Context and aliases
Level: Intermediate. Stages: Architecture · Data · Training · Inference.
Tags: ML · DL · Time series.
Aliases: None recorded.
Related concepts
Original references
- PyTorch Geometric documentation ↗ · Consulted
- scikit-learn User Guide ↗ · Consulted
- statsmodels: time series analysis ↗ · Reference link
- Original reference URL ↗