AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
denoising. We should have the following considerations: Unsupervised vs Supervised Learning: PCA is unsupervised, while LDA is supervised. Choose based on the availability of labeled data. Class Separability: If the goal is to improve class separability, LDA is preferred. PCA and SVD focus on