You are given a dataset with multiple numerical features and…
You are given a dataset with multiple numerical features and a categorical target variable representing 3 different classes. You need to reduce the dimensionality of the dataset before training a classifier. Which of the following statements correctly describes the differences between PCA and LDA, and helps you decide which technique to use?