Data Science, Machine Learning, Model Selection, Validation, Modeling.
is not selected appropriately, it may not perform well on the data and may not be useful for making predictions or decisions. For example, if a simple linear regression model is used to predict a complex, non-linear relationship, the model is unlikely to be accurate or reliable. Similarly, if a