Machine Learning, Overfitting, Regularization, Artificial Intelligence, Data Science.
Overfitting occurs when the model performs well on training data but generalizes poorly to unseen data. Overfitting is a very common problem in Machine Learning and there has been an extensive range of literature dedicated to studying methods for preventing overfitting. In the following, I’ll