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Discuss the process of training a machine learning model using features from a feature store table in Databricks. Include the necessary code snippets and considerations for feature selection and preprocessing.
A
Train the model directly using all features without preprocessing.
B
Train the model after selecting features but without preprocessing.
C
Train the model after selecting and preprocessing features.
D
Train the model directly using all features with preprocessing.