Model Complexity §

Group: 5 #group-5

Relations §

• Bias-Variance Tradeoff: The bias-variance tradeoff is influenced by the complexity of the model, where simpler models tend to have high bias and low variance, while more complex models tend to have low bias but high variance.
• Regularization: Regularization controls the complexity of the model by adding a penalty term to the loss function.