Machine Learning, Artificial Intelligence, Data Science, Heartbreak, Linear Regression.
impact on the learned target function. We’d be better able to model the training data with a more flexible model, but this doesn’t necessarily translate to unseen instances — our model would likely fail to generalize well. This concept is known as overfitting. The best model we can build is one