#CurrencyPairPrediction Why Overfitting Happens in Forex • Forex data is very noisy — lots of random moves. • There’s a low signal-to-noise ratio. • Too many features without enough data. • Using very flexible models (like deep neural networks) without enough regularization. • Training/testing on the same period without walk-forward validation.