LDA: Linear Discriminant Analysis — How to Improve Your Models with Supervised Dimensionality Reduction

An in-depth comparison of PCA and LDA with Python examples

Linear Discriminant Analysis (LDA). Image by author.

Intro

Linear Discriminant Analysis (LDA) is a commonly used dimensionality reduction technique. However, despite the similarities to Principal Component Analysis…