Overfitting and UnderfittingBefore we talk about what cross validation method is, we should first think about overfitting and underfitting in terms of machine learning. In general ml problems, we utilize explanatory variables from train data to predict the target variable in the test data. However, test data would not have target variable which makes difficult for us to validate the performance ..