#CurrencyPairPrediction Ensemble Method An ensemble method is when you combine predictions from multiple models to create a single, stronger prediction. Goal: • Reduce the weaknesses of individual models (noise, bias, variance). • Make more stable, accurate, and reliable forecasts. • Handle changing Forex market conditions better (trending, ranging, volatile, etc.). Simple idea: Many weak models together can create a strong predictor (similar to the wisdom of the crowd).