Comparing the results of the models and choosing the best one

Taking into consideration the evaluation metrics mentioned in the second section we will:

• First choose 1 main metric, such as R², in which the model with the biggest R² will be considered the best model
• RSME will be used as a tiebreaker when models have very similar R²
• Time and complexity will also be taken into consideration (less time and less information needed is prefered)