Machine Learning, Data Science, Overfitting, Underfitting.
itself. This is actually why deep neural networks can restore such complex dependencies. Why Getting More Data Sometimes Can’t Help One of the techniques to combat overfitting is to get more data. However, surprisingly, this may not always help. Let’s generate a similar dataset 10 times larger and