Improving model performance can involve different strategies. Here, we will discuss two main strategies. One strategy is to make changes to the model architecture and observe the results to get any useful insights or indications of improvement. Another strategy could involve exploring the transformation of the target variable. In this section, we will try a combination of both of these strategies.