In the context of model interpretability using Spark ML, explain the process of understanding the importance of features and the model's predictions. Provide a code snippet demonstrating the use of Spark ML's `TreeModel` or `TreeExplainer` for model interpretability and explain the key considerations to keep in mind during this process. | Databricks Certified Machine Learning - Associate Quiz