#CurrencyPairPrediction ElasticNet Regularization • Combines L1 and L2. • Balances feature selection and smoothness. Good choice if you’re unsure which one to pick. ⸻ Dropout (for Neural Networks) • Randomly turns off neurons during training. • Forces network to not overly rely on specific paths through the network. In Forex AI: • Prevents overfitting by making the NN ensemble multiple sub-networks.