The major advantage of MARS is that it automates aspects of regression modeling that are difficult and time-consuming. These include:

• selecting which predictor variables to use
• handling missing values
• transforming variables, accounting for non-linear relationships
• detecting interactions
• self-testing, ensuring that the model will perform well on future data

The results are more accurate and complete than handcrafted models.