What does the term "feature extraction" refer to in feature engineering?

Question $35$Answer

a$.$

Creating new features by transforming existing ones

b$.$

Reducing the dimensionality of the dataset

c$.$

Selecting the most relevant features for modeling

d$.$

Converting categorical variables into numerical ones