Artificial Intelligence, Machine Learning, Random Forest, Finance, Trading.
Overfitting occurs when a model learns the training data too well, including its noise and outliers, which negatively impacts its performance on new, unseen data. What could we do to improve this? Regularisation: We can consider using techniques to reduce overfitting, such as limiting the maximum