#AIImpactOnForex The goal is to find a balance where the model is complex enough to capture patterns but simple enough to generalize well. [2] 🛠️ Managing Model Complexity To prevent overfitting and manage complexity: - *Regularization*: Techniques like L1 (Lasso) and L2 (Ridge) add penalties for large coefficients, discouraging overly complex models. [1]