#CurrencyPairPrediction How to Use Ensembles in Forex AI 1. Diversify Model Types • Example: Combine a momentum-based model + a volatility-based model + a news sentiment model. 2. Diversify Timeframes • Example: Combine models predicting 5-minute, 1-hour, and daily returns. 3. Use Different Feature Sets • Example: One model uses technical indicators; another uses macroeconomic news. 4. Dynamic Weighting • In stacking or online learning, adaptively change the importance (weight) of each model based on recent performance.