What is the objective of LDA?

• Choose a linear transformation that will retain the maximum amount of class discrimination information in the reduced feature space.

WHY USE LDA?

• Provide feature reduction to improve performance.

• Determine distribution of data.

• Employ another analysis tool for the Scenic Beauty Estimation Project.