#CurrencyPairPrediction Benefits of Ensemble Models Benefit Explanation Better accuracy Reduce errors compared to individual models. More stability Less sensitive to market shocks and data noise. Regime robustness Different models handle different market conditions. Lower overfitting Average over many models smoothens out extreme behaviors.