In Amazon SageMarker machine learning pipeline, what is the main function of the Feature Engineering phase?

a$.$

Feature identification and Statistical analysis

b$.$

Feature determination and Statistical analysis

c$.$

Feature selection and extraction

d$.$

None of the answer is correct

e$.$

Feature identification and Analytics