Financial Glossary
Prediction Horizon
How far into the future the model predicts. Example: "how will the market be in 3 months".
Explanation
Temporal target of the prediction. LearnAImarkets uses three horizons: 42, 84, and 126 sessions (≈ 2, 4, and 6 months).
Technical detail
Horizon weights come from an out-of-sample fit and currently sit at 0.15 / 0.425 / 0.425 (42 / 84 / 126 days); they update with EMA smoothing and do not switch by regime.
See also
Educational content. Not investment advice. Past results do not guarantee future returns.