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Basic Question 10 of 10

Which statements are true about feature selection?

I. Feature selection chooses a subset of relevant features for use in the model building.
II. Feature selection is a reduction technique in dimensionality that creates new combinations of attributes.
III. The goal of feature selection is to come up with the smallest set of features that best captures the characteristics of the problem being addressed.

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Edward Liu

Edward Liu

Learning Outcome Statements

describe objectives, methods, and examples of data exploration;

CFA® 2025 Level II Curriculum, Volume 1, Module 7.