The conversation between human and AI assistant.
What is meant by overfitting?
How can we avoid overfitting?
There are a few techniques we can use to avoid overfitting, such as cross-validation, early stopping, and regularization. They help to prevent the model from memorizing the noise in the training data and instead focus on the underlying patterns and relationships.