Question: Which of the following is a technique for dimensionality reduction?

Options:

1. Support Vector Machines
2. K-Means Clustering
3. Linear Discriminant Analysis
4. Decision Trees

Correct Answer: Linear Discriminant Analysis

Solution:

Linear Discriminant Analysis (LDA) is a technique used for dimensionality reduction while preserving class separability.