What is the role of feature selection in machine learning?

What is the role of feature selection in machine learning?
A . To determine the optimal number of features
B . To select the best machine learning algorithms
C . To remove irrelevant or redundant features
D . To evaluate model accuracy

View Answer

Answer: C

Explanation:

Feature selection in machine learning involves selecting the most relevant and important features and removing irrelevant or redundant ones.