Data Science, Machine Learning, Model Selection, Validation, Modeling.
deep learning model is used to predict a simple, linear relationship, the model may be overcomplicated and difficult to interpret. If the model is not validated appropriately, it may not generalize well to new data and may be overfitting to the training data. This can lead to incorrect predictions